WO2009000108A1 - System and method for generating bond yield rate curve and index - Google Patents

System and method for generating bond yield rate curve and index Download PDF

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Publication number
WO2009000108A1
WO2009000108A1 PCT/CN2007/001996 CN2007001996W WO2009000108A1 WO 2009000108 A1 WO2009000108 A1 WO 2009000108A1 CN 2007001996 W CN2007001996 W CN 2007001996W WO 2009000108 A1 WO2009000108 A1 WO 2009000108A1
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WO
WIPO (PCT)
Prior art keywords
bond
price
index
yield
data
Prior art date
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PCT/CN2007/001996
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French (fr)
Chinese (zh)
Inventor
Ping Wang
Fan Liu
Jianfeng Li
Shengyi Guan
Original Assignee
China Government Securities Depository Trust & Clearing Co., Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Publication date
Application filed by China Government Securities Depository Trust & Clearing Co., Ltd filed Critical China Government Securities Depository Trust & Clearing Co., Ltd
Priority to PCT/CN2007/001996 priority Critical patent/WO2009000108A1/en
Publication of WO2009000108A1 publication Critical patent/WO2009000108A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/06Asset management; Financial planning or analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/04Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange

Definitions

  • the invention relates to the field of computer application technology, and in particular to a system and method for generating a bond yield curve and an index. Background technique
  • the bond market is an important part of the financial market.
  • the bond index reflects the general trend of bond market prices and the total level of return on investment.
  • Bond yield curves and indices are an important reference for bond analysis and bond investment activities.
  • the bond yield curve and index can provide management with a reasonable level of return on all types of bonds in the current market, and then provide reference for its formulation of policies; provide bond issuers with bonds of various maturities of their respective bond varieties on the current market.
  • Reasonable rate of return which provides a reference for the formulation of the issuance plan; provides a variety of bond investors with reasonable yield levels of various bonds on the market, and provides reference for their bond investment; A reasonable rate of return on all types of bonds in the market, providing a reference for bond asset audits, assessments and bond ratings
  • index value In addition to providing the index value, it also provides a series of indicators such as the risk and return of the bond, and calculates the bond index according to each category according to the time limit of the sample coupons.
  • the index value and the index value can fully reveal the main attributes of the bond, It is more flexible, convenient, and practical, and is closer to the needs of investors. Summary of the invention
  • the present invention proposes a system and method for generating a bond yield curve and an index, improving the flexibility and adaptability of the yield curve and index construction, and maximally reflecting the true duration of various bonds in the bond market. A reasonable level of profitability, fully revealing the return characteristics and risk-return indicators of different bonds.
  • a system for generating a bond yield curve including:
  • a data collection unit configured to collect actual transaction data and valuation data of the bond
  • a sample rate determining unit for determining a reasonable rate of return for each standard waiting period based on the actual transaction data and the valuation data of the collected bond
  • a yield value calculation unit configured to calculate, according to the determined sample point, a yield value corresponding to an arbitrary waiting period on the yield curve by using a Hermitian interpolation model
  • a profit rate curve generating unit is configured to generate a profit rate curve according to the obtained profit rate value.
  • the yield rate sample point determining unit of the system is further configured to select a reasonable sample point for each standard waiting period from the actual transaction data and the valuation data, and use the self-analysis operation as a standard forbidden to select the sample point. The period determines a reasonable sample point.
  • the rate sample point determining unit of the system removes the transaction settlement price and the bilateral quotation from the actual transaction data collected before selecting a reasonable sample point for each standard waiting period from the actual transaction data and the valuation data.
  • the abnormal price is the transaction settlement price and the bilateral quotation from the actual transaction data collected before selecting a reasonable sample point for each standard waiting period from the actual transaction data and the valuation data.
  • the abnormal price in the settlement transaction settlement price of the system is: Compare the yield of the bond transaction settlement price on the previous day with the previous day. If the difference is too large and there is no macroeconomic factor, it is regarded as the abnormal price. Eliminate
  • the abnormal price in the bilateral quotation is: the bilateral quotation of the current bond is compared with the bilateral quotation of other bonds near the actual waiting period, if the difference is clear Displayed, then excluded as an abnormal price.
  • the abnormal price in the settlement transaction settlement price of the system further includes: comparing the return rate value with a similar bond yield value of a different actual waiting period of the current day, if the apparent non-compliance with the actual waiting period is shorter, the yield is more The low law excludes it as an abnormal price.
  • the yield rate sample point determining unit of the system selects and determines a reasonable sample point from the collected valuation data, including: taking the median value of the estimated rate of return value of the plurality of market members on the standard waiting period to be sought.
  • y is the yield value to be sought
  • x is the waiting period value to be sought
  • xi, ⁇ ⁇ +1 is the actual waiting period of the sampling point
  • yi, y i+1 is the yield value of the sampling point
  • i, j, n is a natural number.
  • a method for generating a bond yield curve comprising the steps of:
  • the step b of the method includes:
  • step C Determine whether a reasonable sampling point is selected for each standard waiting period. If yes, proceed to step C. Otherwise, determine the reasonable sampling point by the self-analysis operation for the standard waiting period for which the sample point cannot be selected.
  • the method further includes: determining, from the actual transaction data and the collected valuation data, a reasonable sample point for each standard waiting period, further comprising: excluding the transaction settlement price and the bilateral quotation from the actual transaction data of the collection Abnormal price.
  • the method for eliminating the abnormal price in the settlement price of the transaction includes: comparing the yield of the bond settlement price on the day of the bond with the previous day, and if the difference is too large, and there is no macroeconomic factor, it is regarded as an abnormality. Price elimination;
  • the process of rejecting the abnormal price in the bilateral quotation includes: comparing the bilateral quotation of the current day bond with the bilateral quotation of other bonds adjacent to the actual waiting period, and if the difference is obvious, the abnormal price is excluded.
  • the method for eliminating the abnormal price in the transaction settlement price of the method further comprises: comparing the yield value with a similar bond yield value of a different actual waiting period of the current day, if the apparent non-compliance with the actual waiting period is shorter, the yield is shorter. The lower the rule, the more it is removed as an abnormal price.
  • the method described in the method for selecting a reasonable sample point for each standard waiting period from the collected valuation data includes: taking the median value of the estimated rate of return value of the plurality of market members on the standard waiting period to be sought.
  • Step C of the method calculates the rate of return value according to the following formula:
  • y is the yield value to be sought
  • x is the waiting period value to be sought
  • xi, xi+l is the actual waiting period of the sampling point
  • yi, yi+1 is the yield value of the sampling point
  • i, j , n is a natural number.
  • the method step b further includes: analyzing the situation of the macroeconomic finance and bond market of the day.
  • the source of the data in the method step a includes: inter-bank bond market settlement data, transaction data of exchange bonds, bilateral quotation of bond counters, bilateral quotation of inter-bank bond market, and valuation data of market member yields.
  • a bond index generation system comprising: a data collection unit for collecting actual transaction data and valuation data of a bond; a yield point determination unit for collecting the bond according to the collection The actual transaction data and valuation data determine a reasonable rate of sample point for each standard period of repayment;
  • a yield value calculation unit configured to calculate, according to the determined sample point, a yield value corresponding to an arbitrary waiting period on the yield curve by using a Hermitian interpolation model
  • a yield curve generating unit configured to generate a profit rate curve according to the obtained yield value
  • a bond valuation calculation unit for determining bond valuation data based on actual transaction data of the bond and valuation data obtained through the yield curve
  • a method for generating a bond index including:
  • FIG. 1 is a schematic diagram showing the structure of a bond yield curve and a bond index generation system according to an embodiment of the present invention
  • FIG. 2 is a flow chart showing a bond yield curve and a bond index generating method according to the embodiment of the present invention
  • FIG. 3 is a flow chart showing a process of determining a sample point point of a yield value in step 220 of the flowchart of FIG. 2;
  • Figure 4 is a graph showing the profit rate of interbank fixed rate government bonds obtained in accordance with this embodiment of the present invention.
  • FIG. 5 is a diagram showing the display of the bond total index interface obtained in accordance with this embodiment of the present invention. detailed description
  • the data collection unit 100 is configured to collect actual transaction data and valuation data of the bonds required to generate the profit rate curve and the index. These include interbank bond market settlement data, transaction data for exchange bonds, bilateral quotations for bond refusals, bilateral quotations for interbank bond markets, and valuation data for market member yields.
  • the profit rate sample point determining unit 101 is configured to determine a reasonable yield rate sample point for each standard waiting period (hereinafter referred to as "standard period”), and the sample point is determined by the actual waiting period (hereinafter referred to as "actual period”) And the yield value is determined by two parameters.
  • Its main functions include: Excluding the abnormal price of the transaction settlement price and the bilateral quotation from the actual transaction data collected, selecting a reasonable sample point for each standard period from the remaining actual transaction data and valuation data, and passing the Analytical operations (described below) determine reasonable sample points for a standard period in which sample points cannot be selected.
  • the rate of return value calculation unit 102 is configured to calculate, according to the sample points determined by the rate of return sample point determining unit 101, a Hermitian interpolation model to calculate a rate of return value corresponding to any of the toll periods on the desired rate of return curve.
  • the profit rate curve generating unit 103 is configured to generate a profit rate curve according to the profit rate value obtained by the profit rate estimating unit 102.
  • the bond valuation calculation unit 104 is configured to calculate an estimate of each bond price using the yield curve obtained by the profit rate curve generating unit 103.
  • the bond index calculation unit 105 is configured to calculate three index values of wealth, full price, and net price according to the valuation result obtained by the bond valuation calculation unit 104 and the index value corresponding to the previous day.
  • a curve/estimate/index output unit 106 may be further provided for the bond yield curve and the bond valuation data respectively generated by the yield curve generating unit 103, the bond valuation calculating unit 104, and the bond index calculating unit 105.
  • One or more of the data in the bond index is displayed on the Internet or via a terminal output such as a display. Household.
  • the bond valuation calculation unit 104 and the bond index calculation unit 105 are related to the generation of the bond index, and if the bond index is not required to be generated, the two units can also be omitted.
  • Step 200 Collect actual transaction data and valuation data of the bonds required to generate the yield curve and the bond index.
  • the data sources include: inter-bank bond market settlement data, exchange bond transaction data, bond rejection Bilateral quotations, bilateral quotations in the interbank bond market, and valuation data for market member yields.
  • the bond price discovery mechanism is still incomplete (especially when the bilateral quotation between banks is not sufficient)
  • the data source of the yield curve and the index with reference to the income of some core members in the Chinese bond market.
  • Rate valuation data there are currently more than 30 market members' yield estimates.
  • step 210 analyze the situation of the macroeconomic finance and bond markets.
  • a reasonable rate of return value for each sample period corresponding to the sample point is determined.
  • the standard period is generally selected from some key period values on the yield curve. It is assumed that the inter-bank fixed rate curve has 0 years, 2 months, 3 months, 6 months, 9 on the current standard period. Months, 1 year, 2 years, 3 years, 5 years, 7 years, 10 years, 15 years, 20 years, 30 years.
  • step 220 includes the following sub-steps:
  • step 221 the transaction settlement price and the abnormal price in the bilateral quotation are excluded from the actual market price of the bond.
  • the process of eliminating the abnormal price in the settlement price of the transaction is: comparing the rate of return of the transaction settlement price of the day with the previous day, if the difference is too large, and according to the analysis result of step 210, there is no influence of macroeconomic factors. , it can be determined as an abnormal price; if it is not confirmed, it can also assist the same bond yield value of other actual waiting period of the day, the general short-term yield will be low, so by comparing different claims
  • the yield of the period can be used to find out whether the market price of the bond on the day is an abnormal price, that is, if it is obviously not in conformity with this law, the yield value can be judged as the yield value of the abnormal price.
  • the process of eliminating the abnormal price in the bilateral quotation is: comparing the bilateral quotation of the current day bond with the bilateral quotation of other bonds adjacent to the actual waiting period, and if the difference is obvious, the abnormal price can be determined.
  • the waiting period is 2.68 years and the yield is 3.08%.
  • the difference between the bid price and the bid yield of the bilateral offer is 83 pip (BP), and the difference is 2.11 yuan, which is far greater than the bilateral offer of other bonds similar to their maturity, such as: 02 national debt 15 pending period
  • the bilateral offer for the day The difference between the yield of buying and selling is 37BP, and the spread is 0.86 yuan. It can be determined that the bilateral quotation is a defensive quotation, which is an abnormal price and should be excluded.
  • a reasonable sample point is selected for each standard period from the remaining market prices.
  • the actual waiting period does not necessarily coincide with the standard period, it may be judged in steps 223 to 224 whether a reasonable sampling point is selected for each standard period, and if yes, proceed to step 227; otherwise, if If there is no market price for a certain standard period on the day, or there is no reasonable sample point in the market price (that is, it is an abnormal price), you can select a reasonable sample point from the market members, especially the results of the yield values estimated by some core members in the bond market. It is generally possible to take multiple market members, preferably core members, the median value of the estimated rate of return over the standard term.
  • step 225 it is determined whether a reasonable sampling point is selected for each standard period, and if so, proceeds to step 227; otherwise, if there is no reasonable market price for a standard period on the day, and there is no reasonable member valuation, then A reasonable sample point is determined by the market analysis, and then proceeds to step 227.
  • Table 1 describes the standard maturity, actual maturity, yield values, and sources of these maturities.
  • a yield value for any pending period on the yield curve is calculated.
  • the hermite model can be used to calculate the yield value of any waiting period on the bond yield curve.
  • y is the yield value to be sought
  • X is the waiting period value to be sought
  • Xi, x i+1 is the actual waiting period of the sampling points listed in Table 1
  • Ji, y i+ i are the yield values of the sampling points listed in Table 1
  • y(x) yfl, +: y i+1 H 2 + d,Ji 3 + d i+1 H A
  • the yield curve can be displayed to the user via the Internet or display output as needed.
  • the generated yield curve varieties are classified according to different classification criteria:
  • step 240 an estimate of the bond price is calculated based on the yield values of the respective indebted periods on the yield curve obtained in step 230.
  • the bond valuation calculation unit 104 includes a data collection and bond index sample coupon selection sub-unit (not shown) for collecting actual transaction settlement data and valuation data of the bond, and The bond index calculates the price of the sample coupon.
  • the data collection and bond index sample coupon selection sub-units can define an abnormal price deviation ratio for the index calculation to exclude abnormal prices.
  • the proportion of the abnormal price can be parameterized. This parameter can be set manually, and different deviation ratio parameters can be set for different bond circulation places.
  • the deviation ratio is set as the ratio of the market price (bilateral quotation, settlement price, refusal price, exchange closing price, etc.) to the valuation price data (obtained from the above yield curve).
  • the data collection and data collection by the bond index sample coupon selection sub-unit and the sample coupon price selection method calculated by the bond index include the following specific operations:
  • A. Collect actual transaction data of the bond (including bilateral quotation, commercial bank refusal to quote, exchange closing price, interbank bond market settlement price, etc.) and valuation data;
  • B. Perform an abnormal price analysis on the data in A based on the valuation data.
  • the order of selection is preferred bilateral quotation (including commercial bank refusal quotation), followed by interbank bond market settlement.
  • Price take the end-of-day weighted average settlement price
  • the exchange closing price take the closing price of the day
  • the respective settlement price and the circulation custody amount of each market are entered into the index. Count. It should be noted here that the processing of the actual transaction data of the bonds is carried out in accordance with the above priority order.
  • the valuation data is calculated based on the calculated yield curve.
  • Table 3 According to the value of the yield of each period of the inter-bank fixed-rate government bond yield curve, and based on the existing bond price and yield ratio formula, the valuation of all fixed-rate government bonds can be calculated.
  • the same method can calculate the valuation of all other bonds.
  • d is the actual number of days from the settlement date to the next most recent interest payment date
  • Ar is the basic spread when it is issued; 07 001996
  • Ay is the expected rate of return spread
  • TS is the actual number of days in the payment cycle, including February 29 ⁇ ;
  • f is the frequency of interest payment
  • M is the principal.
  • the short-term financing bond yield curve is classified according to its issuer's "long-term credit rating", but there are still some short-term financing bonds that do not have a long-term credit rating.
  • For these short-term financing according to their coupon rate, issuer Classification of the nature of the business and the financial indicators.
  • exercise-bearing bonds There are two possibilities for exercise-bearing bonds: exercise rights and non-exercise rights. For this reason, this example provides two valuation prices for fixed-rate bond-bearing bonds, namely, exercise price and non-weight price, and mark the more inclined estimate. Value.
  • the propensity to estimate is based on the relationship between the forward interest rate corresponding to the bond and the coupon rate after the “exclusive exercise date” of the bond.
  • the maturity date of a certain bond from the valuation date to its issuance announcement is L1+L2 years, L1 is the valuation date to the "option exercise date, the number of years, L2 is from the "option exercise day” to The number of years of maturity in the issuance announcement; the redemption or resale price of the bond is P; if the bond continues to have a coupon rate c.
  • the index of the bond is calculated.
  • the bond index mainly includes three index values of wealth, full price and net price.
  • T is the T-day bond index wealth index value
  • W id is the market value weight of bond i, which can be determined by factors such as the amount of custody;
  • Pid,t and P id , ti are the full price of bond i on t and t-1, respectively, ie the valuation of the bond obtained in step 240 above;
  • the bond index calculation unit 105 calculates the full price index value by the following formula:
  • T is the T-day bond full price index
  • W id is the market value weight of bond i, which can be determined by factors such as the amount of custody;
  • P id , t and PkUt. are the full price of bond i on t and t-1, respectively, that is, the valuation of the bond obtained in step 240 above;
  • I UT- is the full price index of the T-1 day bond
  • the bond index calculation unit 105 calculates the net price index value by the following formula: Among them, I C , T is the T-day bond net price index;
  • W ic is the market value weight of bond i, which can be determined by factors such as the amount of custody;
  • P ic , t and Picit- are the net price of bond i on t and t-1, respectively, that is, the valuation of the bond obtained in step 240 above;
  • the bond index calculation unit 105 of the present invention realizes the function of automatically calculating all the indexes at one time, and at the same time, provides the query function of the fault-tolerant function of the index calculation and the detailed calculation result in the calculation process, that is, for an index in the calculation. Indexes that have not been generated for any reason are given a logo and are automatically calculated backwards. For the wrong index, the reason for the error is provided and the reason for the modification is allowed to provide a separate calculation function for the single index.
  • the processing flow of the unit realizes the principle of combining batch processing and individual processing, and achieves economical and effective, and the calculation time is greatly shortened and the efficiency is improved.
  • the bond index generating system of the present invention may further include an index defining unit (not shown) whose functions include: defining a name of the index, a sample coupon adjustment frequency, an index base period, and a base value.
  • the index definition implements a separate function defined for each index or index for each category. This feature enables personalized and integrated processing operations.
  • the bond index generation system of the present invention may further include an index sample coupon definition and automatic generation unit (not shown), the functions of which include: defining a sample coupon for each category of index; selecting according to the defined sample coupon The condition automatically filters the sample coupons, and can view and modify the defined sample coupons. At the same time, the sample coupons other than the rules are also provided with viewing and moving in. For the component index, a separate screening condition for the automatic sample coupon is provided in addition to the automatic rule. Function This unit saves the complexity of development and system operation. It is more convenient and convenient in terms of operation efficiency and effect, and achieves practical and novel features.
  • the bond index family is divided into four major systems: the full index family, the component index family, the position index family, and the custom index family according to different methods of sample coupons.
  • the full index family is divided into four major systems: the full index family, the component index family, the position index family, and the custom index family according to different methods of sample coupons.
  • (1) Full index family is divided into four major systems: the full index family, the component index family, the position index family, and the custom index family according to different methods of sample coupons.
  • the purpose of the all-finger index is to reflect the overall price of the bond market or a certain type of bond and the return on investment.
  • CCASS has compiled a component index family.
  • the index number of each index of the index family is fixed and can be used as a tracking index to provide a benchmarking benchmark for index funds.
  • the position index is automatically generated daily by the bond accounts of the members of the institutions that are hosted in the Central Clearing Company, and all the bonds in each account are collected. This type of index is only for reading and use by the account opening members and is not disclosed.
  • the user can provide various required bond index index values, for example: three sets of total value of wealth, full price and net price can be provided for each bond index, and the total index family, component index family, custom index
  • Each index of the family and position index family provides multiple sets of wealth, full price, and net price index values according to the period of the insured period.
  • multiple sets of index values can be provided for each index by the period of the indefinite period.
  • the yield curve and bond index can be displayed to the user via the Internet or display output as needed.
  • the method includes the following:
  • the rise and fall, the full-price index, the rise and fall of the net price index, and the value of these indicators reflect the risk and return indicators of the bond portfolio.
  • the calculated combination index is an important feature of the index of the present invention that is different from that of other institutions in the country.
  • connection diagram of historical time series is generated for each of the above index values to facilitate observation and tracking analysis.
  • the connection of the index values is one of the preferred features of the index calculation index of the present invention.

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Abstract

A system and method for generating bond yield rate curve and index, includes: Collects bond actual trading data and estimating data; According to the collected bond actual trading data and estimating data, determines a reasonable yield rate sample point for each standard repayment term; According to the determined sample point, calculates yield rate value corresponding to any repayment term on the acquired yield rate curve by using Hermite interpolation model; Calculates estimation of the bond price by using the obtained yield rate value; And according to the obtained result of estimation and index value corresponding to the previous day, calculates wealth index value, total price index value and net price index value of the bond index, respectively.

Description

债券收益率曲线和指数的生成系统及方法 技术领域  Bond yield curve and index generation system and method
本发明涉及计算机应用技术领域, 特别是指一种生成债券收益 率曲线和指数的系统及方法。 背景技术  The invention relates to the field of computer application technology, and in particular to a system and method for generating a bond yield curve and an index. Background technique
债券市场是金融市场的重要组成部分, 债券指数反映了债券市 场价格的总趋势和投资回报的总水平。 债券收益率曲线和指数是债 券分析和债券投资活动的重要参考依据。 债券收益率曲线和指数可 以为管理部门提供当前市场上各类债券的合理的收益率水平, 进而 为其制定相关政策提供参考; 为债券发行人提供当前市场上的其对 应债券品种的各期限债券合理的收益率水平, 为其制定发行计划提 供参考; 为各类债券投资者提供当前市场上各类债券的合理的收益 率水平, 为其进行债券投资提供参考; 还可为中介服务机构提供当 前市场上各类债券的合理的收益率水平, 为其进行债券资产审计、 评估及债券评级时提供参考  The bond market is an important part of the financial market. The bond index reflects the general trend of bond market prices and the total level of return on investment. Bond yield curves and indices are an important reference for bond analysis and bond investment activities. The bond yield curve and index can provide management with a reasonable level of return on all types of bonds in the current market, and then provide reference for its formulation of policies; provide bond issuers with bonds of various maturities of their respective bond varieties on the current market. Reasonable rate of return, which provides a reference for the formulation of the issuance plan; provides a variety of bond investors with reasonable yield levels of various bonds on the market, and provides reference for their bond investment; A reasonable rate of return on all types of bonds in the market, providing a reference for bond asset audits, assessments and bond ratings
然而目前众多国内外收益率曲线编制机构普遍采用的带有固定 趋势性的模型, 由于其灵活性差等缺点, 很难及时反映债券市场快 速变化, 相对于真实的债券市场变化准确度不高、 适应性差。 特别 是对于债券指数的编制方法与工艺流程处理上, 国内 艮多机构采用 股票指数的编制方法来计算债券指数, 只计算债券指数数值, 不提 供久期、 平均到期收益率、 基点价值等相关分析指标, 使利用指数 进行业绩评价分析时指标不全。 而本发明的指数编制充分考虑了投 资者的需求, 除提供指数值外, 还提供了债券的风险与收益等指标 系列, 并根据每一类别债券指数按其内样本券构成的期限不同分别 计算指数值及指标值, 可以充分揭示债券的主要属性, 在指数的使 用上更加灵活、 方便, 实用性上更加贴近投资者需要。 发明内容 However, many models with fixed trend trends commonly used by domestic and foreign yield curve compilers are difficult to reflect the rapid changes in the bond market in a timely manner due to their poor flexibility. The accuracy of the changes in the real bond market is not high and adaptable. Poor sex. Especially for the preparation method and process flow of the bond index, many domestic institutions use the stock index method to calculate the bond index, only calculate the bond index value, and do not provide the duration, the average yield to maturity, the base point value, etc. Analyze the indicators so that the indicators used in the performance evaluation analysis are incomplete. The index preparation of the present invention fully considers the needs of investors. In addition to providing the index value, it also provides a series of indicators such as the risk and return of the bond, and calculates the bond index according to each category according to the time limit of the sample coupons. The index value and the index value can fully reveal the main attributes of the bond, It is more flexible, convenient, and practical, and is closer to the needs of investors. Summary of the invention
有鉴于此, 本发明提出一种生成债券收益率曲线和指数的系统 及方法, 提高收益率曲线和指数构建的灵活性和适应性, 最大限度 地反映出债券市场上各类债券不同期限的真实、 合理的收益率水 平, 充分揭示不同债券的回报特点与风险收益指标。  In view of this, the present invention proposes a system and method for generating a bond yield curve and an index, improving the flexibility and adaptability of the yield curve and index construction, and maximally reflecting the true duration of various bonds in the bond market. A reasonable level of profitability, fully revealing the return characteristics and risk-return indicators of different bonds.
根据本发明的笫一方面, 提供一种债券收益率曲线的生成系 统, 包括:  According to an aspect of the present invention, a system for generating a bond yield curve is provided, including:
数据采集单元, 用于采集债券实际交易数据和估值数据; 收益率样本点确定单元, 用于根据采集的债券实际交易数据和 估值数据为每个标准待偿期限确定一个合理的收益率样本点;  a data collection unit, configured to collect actual transaction data and valuation data of the bond; a sample rate determining unit for determining a reasonable rate of return for each standard waiting period based on the actual transaction data and the valuation data of the collected bond Point
收益率值计算单元, 用于根据确定的样本点, 利用赫尔米特插 值模型计算所求收益率曲线上任意待偿期对应的收益率值;  a yield value calculation unit, configured to calculate, according to the determined sample point, a yield value corresponding to an arbitrary waiting period on the yield curve by using a Hermitian interpolation model;
收益率曲线生成单元, 用于根据得到的收益率值生成收益率曲 线。  A profit rate curve generating unit is configured to generate a profit rate curve according to the obtained profit rate value.
该系统所述收益率样本点确定单元进一步用于从实际交易数据 和估值数据中为每个标准待偿期限选择合理的样本点, 并通过自行 分析运算为无法选出样本点的标准待偿期限确定合理样本点。  The yield rate sample point determining unit of the system is further configured to select a reasonable sample point for each standard waiting period from the actual transaction data and the valuation data, and use the self-analysis operation as a standard forbidden to select the sample point. The period determines a reasonable sample point.
该系统所述收益率样本点确定单元从实际交易数据和估值数据 中为每个标准待偿期限选择合理的样本点前, 进一步从所采集的实 际交易数据中剔除交易结算价和双边报价中的异常价格。  The rate sample point determining unit of the system removes the transaction settlement price and the bilateral quotation from the actual transaction data collected before selecting a reasonable sample point for each standard waiting period from the actual transaction data and the valuation data. The abnormal price.
该系统所述剔除交易结算价中的异常价格为: 将债券当日交易 结算价的收益率与前日的进行比较, 如果差别过大, 并且又不存在 宏观经济因素的影响, 则将其作为异常价格剔除;  The abnormal price in the settlement transaction settlement price of the system is: Compare the yield of the bond transaction settlement price on the previous day with the previous day. If the difference is too large and there is no macroeconomic factor, it is regarded as the abnormal price. Eliminate
所迷剔除双边报价中的异常价格为: 将当日债券的双边报价与 实际待偿期限临近的其他债券的双边报价进行比较, 如果差别明 显, 则作为异常价格剔除。 The abnormal price in the bilateral quotation is: the bilateral quotation of the current bond is compared with the bilateral quotation of other bonds near the actual waiting period, if the difference is clear Displayed, then excluded as an abnormal price.
该系统所述剔除交易结算价中的异常价格还包括: 将所述收益 率值与当日不同实际待偿期的同类债券收益率值进行比较, 如果明 显不符合实际待偿期越短收益率越低的规律, 则将其作为异常价格 剔除。  The abnormal price in the settlement transaction settlement price of the system further includes: comparing the return rate value with a similar bond yield value of a different actual waiting period of the current day, if the apparent non-compliance with the actual waiting period is shorter, the yield is more The low law excludes it as an abnormal price.
该系统所述收益率样本点确定单元从采集的估值数据中选择确 定合理的样本点包括: 取多个市场成员在待求的标准待偿期限上所 估收益率值的中值。  The yield rate sample point determining unit of the system selects and determines a reasonable sample point from the collected valuation data, including: taking the median value of the estimated rate of return value of the plurality of market members on the standard waiting period to be sought.
该系统所述收益率值计算单元根据如下公式计算收益率值: y(x) = ytHx + yMH2 + dtH3 + dMH4 The rate of return value calculation unit of the system calculates the rate of return value according to the following formula: y(x) = y t H x + y M H 2 + d t H 3 + d M H 4
H, = 3( Xm ~ X )2 - 2( Xm ~ XH, = 3( Xm ~ X ) 2 - 2( Xm ~ X
其中: χ!'+ι― xi xxi · Where: χ !'+ι― x i xx i ·
H2 = 3( XΧί )2 - 2( XΧ' )3 H 2 = 3( XΧί ) 2 - 2( XΧ ' ) 3
Xi+1― Xi Xi+\― Xi · ττ _ ― X) (Xi+l― X) X i+1― X i X i+\― X i · ττ _ ― X ) ( X i+l― X )
Tj (X ~ Xi ) (X "~ Xi ) Tj ( X ~ X i ) ( X "~ X i )
(Xi+\ - Xi ) Xi+\ ~ Xi( X i+\ - X i ) X i+\ ~ X i
Figure imgf000005_0001
Figure imgf000005_0001
y为待求的收益率值, x为待求的待偿期限值, xi, χί+1为采样 点的实际待偿期限, yi, yi+1为采样点的收益率值, i, j, n 为自然 数。 y is the yield value to be sought, x is the waiting period value to be sought, xi, χ ί+1 is the actual waiting period of the sampling point, yi, y i+1 is the yield value of the sampling point, i, j, n is a natural number.
根据本发明的第二方面, 提供一种债券收益率曲线的生成方 法, 包括以下步骤:  According to a second aspect of the present invention, a method for generating a bond yield curve is provided, comprising the steps of:
a. 采集债券实际交易数据和估值数据;  a. Collect actual transaction data and valuation data of the bonds;
b. 根据采集的债券实际交易数据和估值数据为每个标准待偿 期限确定一个合理的收益率样本点;  b. Determine a reasonable rate of sample point for each standard waiting period based on the actual transaction data and valuation data of the collected bonds;
c 才艮据确定的样本点, 利用赫尔米特插值模型计算所求收益 率曲线上任意待偿期对应的收益率值, 并生成收益率曲线。 c Calculate the benefits obtained by using the Hermitian interpolation model based on the determined sample points The yield value corresponding to any waiting period on the rate curve, and a yield curve is generated.
该方法所述步骤 b包括:  The step b of the method includes:
从实际交易数据和采集的估值数据中为每个标准待偿期限选择 确定合理的样本点;  Selecting a reasonable sample point for each standard waiting period from the actual transaction data and the collected valuation data;
判断是否针对每个标准待偿期限都选出的合理的采样点, 如果 是, 则进入步骤 C, 否则通过自行分析运算为无法选出样本点的标 准待偿期限确定合理样本点。  Determine whether a reasonable sampling point is selected for each standard waiting period. If yes, proceed to step C. Otherwise, determine the reasonable sampling point by the self-analysis operation for the standard waiting period for which the sample point cannot be selected.
该方法所述从实际交易数据和釆集的估值数据中为每个标准待 偿期限选择确定合理的样本点前进一步包括: 从釆集的实际交易数 据中剔除交易结算价和双边报价中的异常价格。  The method further includes: determining, from the actual transaction data and the collected valuation data, a reasonable sample point for each standard waiting period, further comprising: excluding the transaction settlement price and the bilateral quotation from the actual transaction data of the collection Abnormal price.
该方法所述剔除交易结算价中的异常价格过程包括: 将债券当 日交易结算价的收益率与前日的进行比较, 如果差别过大, 并且又 不存在宏观经济因素的影响, 则将其作为异常价格剔除;  The method for eliminating the abnormal price in the settlement price of the transaction includes: comparing the yield of the bond settlement price on the day of the bond with the previous day, and if the difference is too large, and there is no macroeconomic factor, it is regarded as an abnormality. Price elimination;
所述剔除双边报价中的异常价格过程包括: 将当日债券的双边 报价与实际待偿期限临近的其他债券的双边报价进行比较, 如果差 别明显, 则作为异常价格剔除。  The process of rejecting the abnormal price in the bilateral quotation includes: comparing the bilateral quotation of the current day bond with the bilateral quotation of other bonds adjacent to the actual waiting period, and if the difference is obvious, the abnormal price is excluded.
该方法所述剔除交易结算价中的异常价格过程还包括: 将所述 收益率值与当日不同实际待偿期的同类债券收益率值进行比较, 如 果明显不符合实际待偿期越短收益率越低的规律, 则将其作为异常 价格剔除。  The method for eliminating the abnormal price in the transaction settlement price of the method further comprises: comparing the yield value with a similar bond yield value of a different actual waiting period of the current day, if the apparent non-compliance with the actual waiting period is shorter, the yield is shorter. The lower the rule, the more it is removed as an abnormal price.
该方法所述从采集的估值数据中为每个标准待偿期限选择确定 合理的样本点包括: 取多个市场成员在待求的标准待偿期限上所估 收益率值的中值。  The method described in the method for selecting a reasonable sample point for each standard waiting period from the collected valuation data includes: taking the median value of the estimated rate of return value of the plurality of market members on the standard waiting period to be sought.
该方法所述步骤 C按照如下公式计算收益率值:  Step C of the method calculates the rate of return value according to the following formula:
y(x) = ytHx + yMH2 + d(H3 + dMH4 y(x) = y t H x + y M H 2 + d ( H 3 + d M H 4
Hx = 3( Xi+x ~ X f - 2( ±L £)3 H x = 3( Xi+x ~ X f - 2 ( ±L £)3
J L , xi+i― xi xi+ ― xi : XM― Xi Xi+l一 Xi · JL , x i+i― x i x i+ ― x i : X M― X i X i+l- X i ·
(xM一 x) (xi+1― x) (x M - x) (x i+1 - x)
T23 = T2 3 =
XM—Xi XM一 Xi ) · X M — X i X M — X i )
Figure imgf000007_0001
Figure imgf000007_0001
y 为待求的收益率值, x 为待求的待偿期限值, xi, xi+l 为采 样点的实际待偿期限, yi, yi+1 为釆样点的收益率值, i, j, n为自 然数。  y is the yield value to be sought, x is the waiting period value to be sought, xi, xi+l is the actual waiting period of the sampling point, yi, yi+1 is the yield value of the sampling point, i, j , n is a natural number.
该方法步骤 b前进一步包括: 分析当日宏观经济金融及债券市 场的情况。  The method step b further includes: analyzing the situation of the macroeconomic finance and bond market of the day.
该方法步骤 a 所述数据的来源包括: 1行间债券市场结算数 据、 交易所债券的成交数据、 债券柜台的双边报价、 银行间债券市 场的双边报价以及市场成员收益率的估值数据。  The source of the data in the method step a includes: inter-bank bond market settlement data, transaction data of exchange bonds, bilateral quotation of bond counters, bilateral quotation of inter-bank bond market, and valuation data of market member yields.
根据本发明的第三方面, 提供一种债券指数生成系统, 包括: 数据禾集单元, 用于采集债券实际交易数据和估值数据; 收益率样本点确定单元, 用于才艮据采集的债券实际交易数据和 估值数据为每个标准待偿期限确定一个合理的收益率样本点;  According to a third aspect of the present invention, a bond index generation system is provided, comprising: a data collection unit for collecting actual transaction data and valuation data of a bond; a yield point determination unit for collecting the bond according to the collection The actual transaction data and valuation data determine a reasonable rate of sample point for each standard period of repayment;
收益率值计算单元, 用于根据确定的样本点, 利用赫尔米特插 值模型计算所求收益率曲线上任意待偿期对应的收益率值;  a yield value calculation unit, configured to calculate, according to the determined sample point, a yield value corresponding to an arbitrary waiting period on the yield curve by using a Hermitian interpolation model;
收益率曲线生成单元, 用于根据得到的收益率值生成收益率曲 线;  a yield curve generating unit, configured to generate a profit rate curve according to the obtained yield value;
债券估值计算单元, 用于根据债券实际交易数据和通过所述收 益率曲线获得的估值数据来确定债券估值数据; 以及  a bond valuation calculation unit for determining bond valuation data based on actual transaction data of the bond and valuation data obtained through the yield curve;
债券指数计算单元, 用于根据所确定的债券估值数据计算债券 指数。 根据本发明的笫四方面, 提供一种债券指数的生成方法, 包 括: A bond index calculation unit for calculating a bond index based on the determined bond valuation data. According to the fourth aspect of the present invention, a method for generating a bond index is provided, including:
A. 采集债券实际交易数据和估值数据;  A. Collect actual transaction data and valuation data of the bonds;
B. 根据采集的债券实际交易数据和估值数据为每个标准待偿 期限确定一个合理的收益率样本点;  B. Determine a reasonable rate of sample point for each standard waiting period based on the actual transaction data and valuation data of the collected bonds;
C. 根据确定的样本点, 利用赫尔米特插值模型计算所求收益 率曲线上任意待偿期对应的收益率值;  C. Calculate the yield value corresponding to any waiting period on the yield curve based on the determined sample points using the Hermitian interpolation model;
D. 根据得到的收益率值生成收益率曲线;  D. Generate a yield curve based on the obtained yield value;
E. 根据债券实际交易数据和通过所述收益率曲线获得的估值 数据来确定债券估值数据; 以及  E. determining bond valuation data based on actual bond transaction data and valuation data obtained through the yield curve;
F. 根据所确定的债券估值数据计算债券指数。 附图说明  F. Calculate the bond index based on the determined bond valuation data. DRAWINGS
图 1为根据本发明一个实施例的债券收益率曲线及债券指数生 成系统的结构示意图;  1 is a schematic diagram showing the structure of a bond yield curve and a bond index generation system according to an embodiment of the present invention;
图 2为根据本发明该实施例的债券收益率曲线和债券指数生成 方法的流程示意图;  2 is a flow chart showing a bond yield curve and a bond index generating method according to the embodiment of the present invention;
图 3为图 2流程图的步骤 220中确定收益率值样本点过程的流 程示意图;  3 is a flow chart showing a process of determining a sample point point of a yield value in step 220 of the flowchart of FIG. 2;
图 4为根据本发明该实施例得到的当日银行间固定利率国债收 益率曲线。  Figure 4 is a graph showing the profit rate of interbank fixed rate government bonds obtained in accordance with this embodiment of the present invention.
图 5为根据本发明的该实施例得到的债券总指数界面的显示图 形。 具体实施方式  Figure 5 is a diagram showing the display of the bond total index interface obtained in accordance with this embodiment of the present invention. detailed description
下面参照各附图对本发明进行更全面的描述, 其中说明本发明 的示例性实施例。 本实施例债券收益率曲线及指数生成系统的结构参见图 1 所 示, 主要包括: The invention will now be described more fully hereinafter with reference to the accompanying drawings The structure of the bond yield curve and the index generation system of this embodiment is shown in Figure 1, and mainly includes:
数据采集单元 100, 用于采集生成收益率曲线和指数所需要的 债券实际交易数据和估值数据。 包括有银行间债券市场结算数据、 交易所债券的成交数据、 债券拒台的双边报价、 银行间债券市场的 双边报价以及市场成员收益率的估值数据等。  The data collection unit 100 is configured to collect actual transaction data and valuation data of the bonds required to generate the profit rate curve and the index. These include interbank bond market settlement data, transaction data for exchange bonds, bilateral quotations for bond refusals, bilateral quotations for interbank bond markets, and valuation data for market member yields.
收益率样本点确定单元 101, 用于为每个标准待偿期限(以下 简称"标准期限")确定一个合理的收益率样本点, 该样本点由实际 待偿期限(以下简称"实际期限")和收益率值两个参数确定。  The profit rate sample point determining unit 101 is configured to determine a reasonable yield rate sample point for each standard waiting period (hereinafter referred to as "standard period"), and the sample point is determined by the actual waiting period (hereinafter referred to as "actual period") And the yield value is determined by two parameters.
其主要功能包括: 从所采集的实际交易数据中剔除交易结算价 和双边报价中的异常价格, 从剩余的实际交易数据和估值数据中为 每个标准期限选择合理的样本点, 并通过自行分析运算(以下将描 述)为无法选出样本点的标准期限确定合理样本点。  Its main functions include: Excluding the abnormal price of the transaction settlement price and the bilateral quotation from the actual transaction data collected, selecting a reasonable sample point for each standard period from the remaining actual transaction data and valuation data, and passing the Analytical operations (described below) determine reasonable sample points for a standard period in which sample points cannot be selected.
收益率值计算单元 102, 用于根据收益率样本点确定单元 101 确定的样本点, 利用赫尔米特(Hermite )插值模型计算所求收益 率曲线上任意待偿期对应的收益率值。  The rate of return value calculation unit 102 is configured to calculate, according to the sample points determined by the rate of return sample point determining unit 101, a Hermitian interpolation model to calculate a rate of return value corresponding to any of the toll periods on the desired rate of return curve.
收益率曲线生成单元 103, 用于根据收益率估值计算单元 102 得到的收益率值生成收益率曲线。  The profit rate curve generating unit 103 is configured to generate a profit rate curve according to the profit rate value obtained by the profit rate estimating unit 102.
债券估值计算单元 104, 用于利用收益率曲线生成单元 103得 到的收益率曲线计算各个债券价格的估值。  The bond valuation calculation unit 104 is configured to calculate an estimate of each bond price using the yield curve obtained by the profit rate curve generating unit 103.
债券指数计算单元 105, 用于根据债券估值计算单元 104得到 的估值结果和前一日相应的指数值, 分别计算财富、 全价、 净价三 个指数值。  The bond index calculation unit 105 is configured to calculate three index values of wealth, full price, and net price according to the valuation result obtained by the bond valuation calculation unit 104 and the index value corresponding to the previous day.
另外, 还可以进一步设置曲线 /估值 /指数输出单元 106, 用于 将收益率曲线生成单元 103、 债券估值计算单元 104、 债券指数计 算单元 105分别生成的债券收益率曲线、 债券估值数据、 债券指数 中的一项或多项数据通过互联网或经显示器等终端输出显示给用 户。 In addition, a curve/estimate/index output unit 106 may be further provided for the bond yield curve and the bond valuation data respectively generated by the yield curve generating unit 103, the bond valuation calculating unit 104, and the bond index calculating unit 105. One or more of the data in the bond index is displayed on the Internet or via a terminal output such as a display. Household.
其中, 债券估值计算单元 104和债券指数计算单元 105与债券 指数生成有关, 若不需要生成债券指数, 则这两个单元也可以省 去。  Among them, the bond valuation calculation unit 104 and the bond index calculation unit 105 are related to the generation of the bond index, and if the bond index is not required to be generated, the two units can also be omitted.
参见图 2所示, 下面对本发明该较佳实施例的债券收益率曲线 和债券指数生成过程进行详细说明。  Referring to Fig. 2, the bond yield curve and bond index generation process of the preferred embodiment of the present invention will be described in detail below.
步骤 200, 采集生成收益率曲线和债券指数所要的债券实际交 易数据和估值数据。  Step 200: Collect actual transaction data and valuation data of the bonds required to generate the yield curve and the bond index.
为使债券收益率曲线和指数的生成结果更加可靠有效, 可以尽 量扩大数据来源并在此基础上合理选择, 比如数据源包括: 银行间 债券市场结算数据、 交易所债券的成交数据、 债券拒台的双边报 价、 银行间债券市场的双边报价以及市场成员收益率的估值数据。 特别是在 前中国债券市场中债券价格发现机制还不完备 (尤其是 银行间双边报价不充分) 的情况下, 收益率曲线和指数的数据源, 重点参考了中国债券市场中部分核心成员的收益率估值数据, 目前 已经有 30余家市场成员收益率的估值数据。  In order to make the bond yield curve and the index generation result more reliable and effective, we can maximize the data source and make reasonable choices on this basis. For example, the data sources include: inter-bank bond market settlement data, exchange bond transaction data, bond rejection Bilateral quotations, bilateral quotations in the interbank bond market, and valuation data for market member yields. Especially in the former Chinese bond market, the bond price discovery mechanism is still incomplete (especially when the bilateral quotation between banks is not sufficient), the data source of the yield curve and the index, with reference to the income of some core members in the Chinese bond market. Rate valuation data, there are currently more than 30 market members' yield estimates.
在步驟 210, 分析当曰宏观经济金融及债券市场的情况。  In step 210, analyze the situation of the macroeconomic finance and bond markets.
分析当日是否有重大宏观经济金融事件发生, 并引起债券市场 大幅变动, 如果当日债券市场有大幅波动, 则需要在下面的筛选异 常收益率值时, 考虑这一因素。  Analyze whether there are major macroeconomic financial events on the day and cause the bond market to change significantly. If the bond market has large fluctuations on the day, you need to consider this factor when screening the abnormal rate of return.
在步骤 220, 确定每个标准期限对应样本点的合理收益率值。 首先确定标准期限, 该标准期限一般是选取收益率曲线上的一 些关键期限值, 假设银行间固定收益率曲线在当日的标准期限有 0 年、 2个月、 3个月、 6个月、 9个月、 1年、 2年、 3年、 5年、 7 年、 10年、 15年、 20年、 30年。  At step 220, a reasonable rate of return value for each sample period corresponding to the sample point is determined. First, the standard period is determined. The standard period is generally selected from some key period values on the yield curve. It is assumed that the inter-bank fixed rate curve has 0 years, 2 months, 3 months, 6 months, 9 on the current standard period. Months, 1 year, 2 years, 3 years, 5 years, 7 years, 10 years, 15 years, 20 years, 30 years.
然后, 确定每个标准期限对应的一个收益率样本点, 该样本点 可以从债券实际的市场收益率值中选择, 也可以通过市场分析估计 出合适的样本点。 Then, determine a yield sample point corresponding to each standard period, which can be selected from the actual market yield value of the bond, or can be estimated by market analysis. Appropriate sample points.
本实施例优选先从实际的市场收益率值中选择出合适的样本 点; 如果没有合适的样本点, 则再通过其他成员的估值以及市场分 析估计得到, 参见图 3所示, 图 2中的步骤 220的操作包括如下几 个子步驟:  In this embodiment, it is preferred to select an appropriate sample point from the actual market rate of return value; if there is no suitable sample point, it is estimated by other members' estimates and market analysis, as shown in FIG. 3, in FIG. The operation of step 220 includes the following sub-steps:
在步驟 221, 从债券实际的市场价格中剔除交易结算价和双边 报价中的异常价格。  In step 221, the transaction settlement price and the abnormal price in the bilateral quotation are excluded from the actual market price of the bond.
所述剔除交易结算价中的异常价格过程为: 将当日交易结算价 的收益率与前日的进行比较, 如果差别过大, 并且才艮据步骤 210的 分析结果, 又不存在宏观经济因素的影响, 则可将其确定为异常价 格; 若还不好确认, 还可以辅助以当日其他实际待偿期的同类债券 收益率值, 一般待偿期短的收益率会低, 这样通过比较不同待偿期 的收益率, 可以找出该债券的当日市场价格是否是异常价格, 即如 果明显不符合这一规律则可以判断该收益率值为异常价格的收益率 值。  The process of eliminating the abnormal price in the settlement price of the transaction is: comparing the rate of return of the transaction settlement price of the day with the previous day, if the difference is too large, and according to the analysis result of step 210, there is no influence of macroeconomic factors. , it can be determined as an abnormal price; if it is not confirmed, it can also assist the same bond yield value of other actual waiting period of the day, the general short-term yield will be low, so by comparing different claims The yield of the period can be used to find out whether the market price of the bond on the day is an abnormal price, that is, if it is obviously not in conformity with this law, the yield value can be judged as the yield value of the abnormal price.
假设当天交易结算价中有 04国债 07, 其待偿期为 4.189年、 收益率为 2.7143%, 该收益率远低于上个工作日同一待偿期的国债 收益率(3.57% ); 甚至远低于当天待偿期较短的待偿期为 3.175年 的 03国债 07的收益率 3.36%, 由此可以确定该债券的结算收益率 为异常价格, 应将其剔除。  Assume that there is 04 treasury bond 07 in the transaction settlement price of the day, and its maturity period is 4.189 years, and the yield is 2.7143%. The yield is much lower than the government bond yield (3.57%) of the same maturity period on the previous working day; The yield of 03 treasury 07, which is shorter than the short-term waiting period of 3.175, is 3.36%, which can be determined that the settlement rate of the bond is abnormal and should be excluded.
所述剔除双边报价中的异常价格过程为: 将当日债券的双边报 价与实际待偿期限临近的其他债券的双边报价进行比较, 如果差别 明显, 则可以判定为异常价格。  The process of eliminating the abnormal price in the bilateral quotation is: comparing the bilateral quotation of the current day bond with the bilateral quotation of other bonds adjacent to the actual waiting period, and if the difference is obvious, the abnormal price can be determined.
假如当日双边报价中有 03国债 01, 其待偿期为 2.68年、 收益 率为 3.08%。 该笔双边报价的买价收益率与卖价收益率差为 83 点 差 (BP ), 差价为 2.11元, 远远大于与其待偿期相近的其他债券的 双边报价, 比如: 02 国债 15待偿期为 2.46年, 当天双边报价的 买、 卖收益率差为 37BP, 价差为 0.86元, 由此可以确定该笔双边 报价为防御性报价, 属于异常价格, 应将其剔除。 If there is 03 treasury bond 01 in the bilateral quotation on the day, the waiting period is 2.68 years and the yield is 3.08%. The difference between the bid price and the bid yield of the bilateral offer is 83 pip (BP), and the difference is 2.11 yuan, which is far greater than the bilateral offer of other bonds similar to their maturity, such as: 02 national debt 15 pending period For the year 2.46, the bilateral offer for the day The difference between the yield of buying and selling is 37BP, and the spread is 0.86 yuan. It can be determined that the bilateral quotation is a defensive quotation, which is an abnormal price and should be excluded.
在步骤 222, 剔除异常价格后, 从剩余的市场价格中为每个标 准期限选择合理的样本点。  At step 222, after the abnormal price is removed, a reasonable sample point is selected for each standard period from the remaining market prices.
由于实际的待偿期限不一定与标准期限完全吻合, 因此可以在 在步骤 223 ~ 224, 判断是否针对每个标准期限都选出了合理 的采样点, 如果是, 则进入步骤 227; 否则, 如果当天某标准期限 没有市场价, 或者市场价中没有合理样本点 (即都是异常价格), 则可以从市场成员 , 特别是债券市场中部分核心成员估计的收益率 值结果中选择合理样本点, 一般可以取多个市场成员, 优选核心成 员, 在该标准期限上所估收益率值的中值。  Since the actual waiting period does not necessarily coincide with the standard period, it may be judged in steps 223 to 224 whether a reasonable sampling point is selected for each standard period, and if yes, proceed to step 227; otherwise, if If there is no market price for a certain standard period on the day, or there is no reasonable sample point in the market price (that is, it is an abnormal price), you can select a reasonable sample point from the market members, especially the results of the yield values estimated by some core members in the bond market. It is generally possible to take multiple market members, preferably core members, the median value of the estimated rate of return over the standard term.
在步骤 225, 判断是否针对每个标准期限都选出的合理的采样 点, 如果是, 则进入步骤 227; 否则, 如果当天某标准期限即没有 合理市场价, 也没有合理的成员估值, 则根据市场分析自行确定合 理样本点, 然后进入步骤 227。  At step 225, it is determined whether a reasonable sampling point is selected for each standard period, and if so, proceeds to step 227; otherwise, if there is no reasonable market price for a standard period on the day, and there is no reasonable member valuation, then A reasonable sample point is determined by the market analysis, and then proceeds to step 227.
一般可以通过当日市场分析以及市场变化的分析, 通过经验或 者带入预先设定的模型获得。  It can usually be obtained through market analysis and analysis of market changes, through experience or brought into a pre-set model.
上面步驟 221 ~ 225说明了本实施例优选的样本点确定方案。 通过上述过程, 最终确定的当天银行间固定利率国债收益率曲 线各标准期限对应的合理样本点及数据源, 参见表 1所示: The above steps 221 to 225 illustrate the preferred sample point determination scheme of this embodiment. Through the above process, the reasonable sample points and data sources corresponding to the standard period of the interbank fixed-rate government bond yield curve on the day of finalization are shown in Table 1:
标准期限 采样点实际期限 采样点收益率值 价格来源 Standard period Sampling point actual period Sampling point yield value Price source
0年 0年 2.02 其他成员估值  0 years 0 years 2.02 Other member valuation
2月 2月 2.16 其他成员估值的中值 February February 2.16 Median valuation of other members
3月 3月 2.33 其他成员估值 March March 2.33 Other member valuation
6月 0.493年 2.4619 实际值(双边报价) June 0.493 2.4619 Actual value (bilateral quote)
9月 0.74年 2.4832 实际值(双边报价)September 0.74 2.4833 Actual value (bilateral quote)
1年 1年 2.62 自行估值 1 year 1 year 2.62 Self-evaluation
2年 1.967年 3.0719 实际值(双边报价) 2 years 1.967 years 3.0719 actual value (bilateral quote)
3年 2.828年 3.3396 实际值(双边报价)3 years 2.828 years 3.3396 actual value (bilateral quote)
5年 4.847年 3.6817 实际值(双边报价)5 years 4.847 3.6817 Actual value (bilateral quote)
7年 6.932年 4.0599 实际值(双边报价)7 years 6.932 years 4.0599 actual value (bilateral quote)
10年 9.761年 4.3378 实际值(双边才艮价)10 years 9.761 years 4.3378 actual value (bilateral price)
15年 . 15年 4.33 其他成员估值 15 years . 15 years 4.33 valuation of other members
20年 20年 4.47 其他成员估值的中值 20 years 20 years 4.47 Median valuation of other members
30年 30年 4.6 其他自行估值30 years 30 years 4.6 Other self-assessment
Figure imgf000013_0001
表 1中描述了债券的标准期限、 实际期限、 收益率值、 以及这 些价格的来源。
Figure imgf000013_0001
Table 1 describes the standard maturity, actual maturity, yield values, and sources of these maturities.
在步骤 230, 计算收益率曲线上任意待偿期的收益率值。  At step 230, a yield value for any pending period on the yield curve is calculated.
根据步骤 220 确定的各标准期限对应的样本点值, 应用 hermite模型, 可以计算出债券收益率曲线上任意待偿期的收益率 值。  According to the sample point value corresponding to each standard period determined in step 220, the hermite model can be used to calculate the yield value of any waiting period on the bond yield curve.
具体做法是将表 1中所列从 0到 30年 实际期限值和收益率 值分别带入下列公式: The specific approach is to list the actual duration values and yields from 0 to 30 years listed in Table 1. The values are taken into the following formulas:
其中, y 为待求的收益率值, X 为待求的待偿期限值, Xi<x<xi+i; Xi, xi+1为表 1 中所列的采样点的实际待偿期限, ji, yi+i 为表 1中所列的采样点的收益率值, i, j, n为自然数, e "] , Xl=0, χη=30 (年), 用单调三次 hermite多项式插值模型: Where y is the yield value to be sought, X is the waiting period value to be sought, Xi<x<x i+ i; Xi, x i+1 is the actual waiting period of the sampling points listed in Table 1, Ji, y i+ i are the yield values of the sampling points listed in Table 1, i, j, n are natural numbers, e "] , Xl =0, η η = 30 (years), using a monotone cubic hermite polynomial interpolation model :
y(x) = yfl, +: yi+1H2 + d,Ji3 + di+1HA y(x) = yfl, +: y i+1 H 2 + d,Ji 3 + d i+1 H A
Hx = 3(^±^)2 - 2(^±^-)J H x = 3(^±^) 2 - 2(^±^-) J
其中 Xi+l― Χΐ Xi+\一 XiWhere X i+l― Χ ΐ X i+\一X i
Figure imgf000014_0001
Figure imgf000014_0001
dj =y xjlj = i^l 为斜率。 从而可以计算出当日银行间固定利率国债收益率曲线上任意待 偿期的收益率值, 参见表 2所示, 为按照 0.2年的步长计算得到的 收益率值结果。 d j =yx j lj = i^l is the slope. Therefore, the yield value of any waiting period on the yield curve of the inter-bank fixed-rate government bond can be calculated, as shown in Table 2, which is the result of the yield value calculated according to the step size of 0.2 years.
T/CN2007/001996 T/CN2007/001996
Figure imgf000015_0001
Figure imgf000015_0001
表 2 根据表 2所得数据绘制出的当日银行间固定利率国债收益率曲 线, 参见图 4所示。 Table 2 According to the data obtained in Table 2, the curve of the inter-bank fixed-rate government bond yield on the day is shown in Figure 4.
同样的方法可以得出其他所有债券的收益率曲线。  The same method can be used to derive the yield curve for all other bonds.
此后, 可以才艮据需求将得到收益率曲线通过互联网或显示器等 输出显示给用户。  Thereafter, the yield curve can be displayed to the user via the Internet or display output as needed.
所生成的收益率曲线品种按不同的划分标准, 可作如下分类: The generated yield curve varieties are classified according to different classification criteria:
(-)按收益率类型划分, 包括: (-) by type of rate of return, including:
到期收益率曲线、 即期收益率曲线、 远期收益率曲线、 浮动利 率点差收益率曲线, 其中远期收益率曲线又包括: 远期的到期收益 率曲线和 远期的即期收益率曲线。  Yield to maturity curve, spot rate curve, forward rate curve, floating rate spread curve, where the forward rate curve includes: long-term yield curve and forward spot rate curve.
(二)按债券品种划分, 包括: 国债收益率曲线、 中央 4艮行债收 益率曲线、 政策性金融债收益率曲线、 商业银行次级债收益率曲 线、 企业债收益率曲线 (AAA级)、 短期融资券收益率曲线(分为 AAA, AA+、 AA、 AA -、 A+、 A、 A- )=  (2) According to the bond types, including: Treasury yield curve, central bank bond yield curve, policy financial bond yield curve, commercial bank subordinated bond yield curve, corporate bond yield curve (AAA level) , short-term financing bond yield curve (divided into AAA, AA+, AA, AA -, A+, A, A-) =
(三)按交易场所划分, 包括: 银行间国债收益率曲线、 交易所 国债收益率曲线、 全市场国债收益率曲线; 银行间企业债券收益率 曲线、 交易所企业债券收益率曲线  (3) According to the trading place, including: inter-bank bond yield curve, exchange bond yield curve, full-market bond yield curve; inter-bank corporate bond yield curve, exchange corporate bond yield curve
(四)按利率品种划分, 包括: 固定利率收益率曲线、 浮动利率 收益率曲线。  (4) According to the interest rate category, including: fixed rate yield curve, floating rate yield curve.
(五)按曲线不同的构建方式划分, 包括:  (5) Divided according to the different construction methods of the curve, including:
1. 原生:  1. Native:
(1)银行间固定利率国债收益率曲线: 固定 (银行间、 交易所)、 浮动;  (1) The yield curve of inter-bank fixed-rate government bonds: fixed (inter-bank, exchange), floating;
(2) 中央银行债收益率曲线;  (2) Central bank bond yield curve;
(3) 银行间固定利率政策性金融债收益率曲线: 固定、 浮动 ( ly、 R07D );  (3) Interbank fixed-rate policy financial bond yield curve: fixed, floating (ly, R07D);
2. 派生: 07 001996 2. Derived: 07 001996
(1) 即期收益率曲线; (1) Spot yield curve;
(2) 远期收益率曲线;  (2) Long-term yield curve;
(3) 企业收益率曲线;  (3) Corporate yield curve;
(4) 商业银行次级债收益率曲线;  (4) Commercial bank subordinated debt yield curve;
(5) 短期融资债券收益率曲线。  (5) Short-term financing bond yield curve.
下面对本发明该实施例的债券指数生成系统和过程进行描述。 参照图 2, 在步驟 240, 根据步骤 230所得收益率曲线上各个 待偿期的收益率值计算债券价格的估值。  The bond index generation system and process of this embodiment of the present invention will be described below. Referring to FIG. 2, in step 240, an estimate of the bond price is calculated based on the yield values of the respective indebted periods on the yield curve obtained in step 230.
在图 1的系统结构示意图中, 债券估值计算单元 104包括数据 采集和债券指数样本券选择子单元 (图中未示出), 其用于采集债 券实际交易结算数据和估值数据, 并为债券指数计算选取样本券价 格。 该数据采集和债券指数样本券选择子单元可以定义对于进行指 数计算的异常价格偏差比例, 用于剔除异常价格。 剔除异常价格的 比例可被参数化, 可由人工设定该参数, 并可针对不同的债券流通 场所设定不同的偏差比例参数。 偏差比例被设定为市场价格(双边 报价、 结算价、 拒台价格、 交易所收盘价格等) 与估值价格数据 (从上述收益率曲线中获得) 的比例。  In the system structure diagram of FIG. 1, the bond valuation calculation unit 104 includes a data collection and bond index sample coupon selection sub-unit (not shown) for collecting actual transaction settlement data and valuation data of the bond, and The bond index calculates the price of the sample coupon. The data collection and bond index sample coupon selection sub-units can define an abnormal price deviation ratio for the index calculation to exclude abnormal prices. The proportion of the abnormal price can be parameterized. This parameter can be set manually, and different deviation ratio parameters can be set for different bond circulation places. The deviation ratio is set as the ratio of the market price (bilateral quotation, settlement price, refusal price, exchange closing price, etc.) to the valuation price data (obtained from the above yield curve).
该数据采集和债券指数样本券选择子单元所执行的数据采集以 及债券指数计算的样本券价格选取方法包括以下具体操作:  The data collection and data collection by the bond index sample coupon selection sub-unit and the sample coupon price selection method calculated by the bond index include the following specific operations:
A. 采集债券实际交易数据(包括双边报价、 商业银行拒台报 价、 交易所收盘价、 银行间债券市场结算价等)和估值数据;  A. Collect actual transaction data of the bond (including bilateral quotation, commercial bank refusal to quote, exchange closing price, interbank bond market settlement price, etc.) and valuation data;
B. 对 A中的数据依据估值数据进行异常价格分析, 对于经过 异常价格分析后质量好的市场价格, 选取顺序为优选双边报价(包 括商业银行拒台报价), 其次为银行间债券市场结算价格(取日终 加权平均结算价)、 交易所收盘价格(取日终收盘价), 最后若无报 价和交易结算价格, 则直接取自估值价格。 对于跨流通市场的债券 价格处理分别取各自的结算价和各个市场的流通托管量进入指数计 算。 在此需要注意, 对于债券实际交易数据的处理是按照上述的优 先顺序进行的。 其中估值数据是根据已经计算出的收益率曲线计算 而得到的。 B. Perform an abnormal price analysis on the data in A based on the valuation data. For the market price with good quality after abnormal price analysis, the order of selection is preferred bilateral quotation (including commercial bank refusal quotation), followed by interbank bond market settlement. Price (take the end-of-day weighted average settlement price), the exchange closing price (take the closing price of the day), and finally, if there is no quotation and transaction settlement price, it is taken directly from the valuation price. For the bond price processing across the circulation market, the respective settlement price and the circulation custody amount of each market are entered into the index. Count. It should be noted here that the processing of the actual transaction data of the bonds is carried out in accordance with the above priority order. The valuation data is calculated based on the calculated yield curve.
上述数据釆集以及债券指数计算的样本券价格选取方法, 可简 要地如下表 3所示。  The above data collection and the method of selecting the sample coupon price calculated by the bond index can be briefly shown in Table 3 below.
Figure imgf000018_0002
Figure imgf000018_0002
表 3 根据当日银行间固定利率国债收益率曲线上各个待偿期的收益 率值, 再按照现有债券价格与收益率互推公式, 可以计算出所有固 定利率国债的估值。  Table 3 According to the value of the yield of each period of the inter-bank fixed-rate government bond yield curve, and based on the existing bond price and yield ratio formula, the valuation of all fixed-rate government bonds can be calculated.
同样的方法可以计算出其他所有债券的估值。  The same method can calculate the valuation of all other bonds.
另外, 对浮动利率债券还可以采用下面的估值方法:
Figure imgf000018_0001
In addition, the following valuation methods can be used for floating rate bonds:
Figure imgf000018_0001
其中, 为最近起息日的基准利率;  Among them, the benchmark interest rate for the most recent value date;
为下一付息期的基准利率;  The benchmark interest rate for the next interest period;
d为结算日至下一最近付息日的实际天数;  d is the actual number of days from the settlement date to the next most recent interest payment date;
Ar为发行时的基本利差; 07 001996 Ar is the basic spread when it is issued; 07 001996
Ay为期望的收益率点差; Ay is the expected rate of return spread;
TS为本付息周期的实际天数, 含 2月 29曰;  TS is the actual number of days in the payment cycle, including February 29曰;
f为付息频率;  f is the frequency of interest payment;
M为本金。  M is the principal.
另外, 再对债券估值中可能遇到的两个问题进行说明:  In addition, explain the two problems that may be encountered in the bond valuation:
(一)短期融资券中无"长期信用评级"券的分类方法  (1) There is no classification method for "long-term credit rating" coupons in short-term financing bills
目前, 短期融资券收益率曲线是按其发行人的"长期信用评级" 进行分类, 但目前仍有部分短期融资券是没有长期信用评级的, 对 于这些短融, 可根据其票面利率、 发行人企业性质以及财务指标进 行的分类。  At present, the short-term financing bond yield curve is classified according to its issuer's "long-term credit rating", but there are still some short-term financing bonds that do not have a long-term credit rating. For these short-term financing, according to their coupon rate, issuer Classification of the nature of the business and the financial indicators.
(二) 固定利率含权债券估值定价方法  (II) Valuation pricing method for fixed interest rate-bearing bonds
含权债券存在行权与不行权两种可能, 为此, 本实施例对固定 利率含权债券同时提供两个估值价, 即行权价与不行权价, 并标出 其中更倾向的估值价。 倾向的估值是 据该债券对应的远期利率与 如果该券不行权其"选择权行使日 "后的票面利率的关系, 具体方法 为:  There are two possibilities for exercise-bearing bonds: exercise rights and non-exercise rights. For this reason, this example provides two valuation prices for fixed-rate bond-bearing bonds, namely, exercise price and non-weight price, and mark the more inclined estimate. Value. The propensity to estimate is based on the relationship between the forward interest rate corresponding to the bond and the coupon rate after the “exclusive exercise date” of the bond.
设某支债券自估值日至其发行公告中的到期日为 L1+L2 年, L1 为估值日至"选择权行使日,,的年数, L2为自 "选择权行使日 "至 其发行公告中的到期日的年数; 该债券的赎回或回售价格为 P; 如 果该债券继续存续的票面利率 c。  The maturity date of a certain bond from the valuation date to its issuance announcement is L1+L2 years, L1 is the valuation date to the "option exercise date, the number of years, L2 is from the "option exercise day" to The number of years of maturity in the issuance announcement; the redemption or resale price of the bond is P; if the bond continues to have a coupon rate c.
首先, 根据这三个要素计算该债券在"选择权行使日 "的到期收 益率 y;  First, calculate the maturity rate of return of the bond on the “option exercise day” based on these three factors;
其次, 比较远期的到期收益率 (Α ι,^))与 y的关系  Second, compare the long-term yield to maturity (Α ι, ^)) and y
(1)投资人选择权债券的待偿期:  (1) The period of payment of the investor's option bond:
如果 /(A, )<y, 则待偿期为 L1+L2年; 如果 ( 2)≥y, 则待 偿期为 L1;  If /(A, )<y, the period of repayment is L1+L2 years; if (2)≥y, the period of repayment is L1;
(2)发行人选择权债券的待偿期: 如果/ (A, )<y, 则待偿期为 L1; 如果 ^ )≥y, 则待偿期为 UL+L2年。 (2) The issue period of the issuer's option bond: If / (A, ) < y, the period of repayment is L1; if ^ ) ≥ y, the period of repayment is UL + L2 years.
在步骤 250, 计算债券的指数。  At step 250, the index of the bond is calculated.
债券指数主要包括财富、 全价和净价三个指数值。  The bond index mainly includes three index values of wealth, full price and net price.
债券指数计算单元 105通过以下公式计算财富指数值: n p !=1 id,( -Y)  The bond index calculation unit 105 calculates the wealth index value by the following formula: n p !=1 id, ( -Y)
其中, If,T为 T日债券指数财富指数值; Among them, If, T is the T-day bond index wealth index value;
Wid为债券 i的市值权重, 可结合托管量等因素 定; W id is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pid,t和 Pid,t-i分别为债券 i在 t和 t-1 日的全价价格, 即在上述 步骤 240中得到债券的估值;Pid,t and P id , ti are the full price of bond i on t and t-1, respectively, ie the valuation of the bond obtained in step 240 above;
Figure imgf000020_0001
T-1日债券指数财富指数值;
Figure imgf000020_0001
T-1 bond index index of wealth index;
若当日即 T日有样本券付息, 则在付息当日将利息再投资至指 数之中;  If there is a coupon payment on the T-day, the interest will be reinvested into the index on the date of payment;
债券指数计算单元 105通过以下公式计算全价指数值:
Figure imgf000020_0002
The bond index calculation unit 105 calculates the full price index value by the following formula:
Figure imgf000020_0002
其中, Id,T为 T日债券全价指数; Among them, I d , T is the T-day bond full price index;
Wid为债券 i的市值权重, 可结合托管量等因素确定; W id is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pid,t和 PkUt. 分别为债券 i在 t和 t-1 日的全价价格, 即在上述 步骤 240中得到债券的估值; P id , t and PkUt. are the full price of bond i on t and t-1, respectively, that is, the valuation of the bond obtained in step 240 above;
I UT- 为 T-1日债券全价指数;  I UT- is the full price index of the T-1 day bond;
若当日有样本券付息, 则不考虑利息再投资因素;  If there is a coupon payment on the day, the interest reinvestment factor will not be considered;
债券指数计算单元 105通过以下公式计算净价指数值:
Figure imgf000020_0003
其中, IC,T为 T日债券净价指数;
The bond index calculation unit 105 calculates the net price index value by the following formula:
Figure imgf000020_0003
Among them, I C , T is the T-day bond net price index;
Wic为债券 i的市值权重, 可结合托管量等因素确定; W ic is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pic,t和 Picit- 分别为债券 i在 t和 t-1 日的净价价格, 即在上述 步骤 240中得到债券的估值;P ic , t and Picit- are the net price of bond i on t and t-1, respectively, that is, the valuation of the bond obtained in step 240 above;
Figure imgf000021_0001
T-1 日债券净价指数;
Figure imgf000021_0001
T-1 daily bond net price index;
若当日有样本券付息, 则净价指数不考虑利息再投资因素。 可见, 本发明的债券指数计算单元 105实现了一次性自动计算 全部指数的功能, 同时, 在计算过程中提供了指数计算的容错功能 和计算结果明细的查询功能, 即对于计算中某一只指数因故未能生 成的指数则给以标识并自动往后计算功能。 对于艮错的指数提供了 出错的原因并允许修改原因后只对单只指数提供单独计算功能。 该 单元的处理流程实现了批处理与单独处理相结合的原则, 并达到了 经济、 有效, 计算时间大为缩短, 效率提高。  If there is a coupon payment on the day, the net price index does not consider the interest reinvestment factor. It can be seen that the bond index calculation unit 105 of the present invention realizes the function of automatically calculating all the indexes at one time, and at the same time, provides the query function of the fault-tolerant function of the index calculation and the detailed calculation result in the calculation process, that is, for an index in the calculation. Indexes that have not been generated for any reason are given a logo and are automatically calculated backwards. For the wrong index, the reason for the error is provided and the reason for the modification is allowed to provide a separate calculation function for the single index. The processing flow of the unit realizes the principle of combining batch processing and individual processing, and achieves economical and effective, and the calculation time is greatly shortened and the efficiency is improved.
此外, 本发明的债券指数生成系统还可包括指数定义单元(图 中未示出), 其功能包括: 定义指数的名称、 样本券调整频率、 指 数基期与基值。 指数定义实现了对于每一只指数或每一类别的指数 单独定义的功能。 该功能实现了个性化与整体化的处理操作。  Further, the bond index generating system of the present invention may further include an index defining unit (not shown) whose functions include: defining a name of the index, a sample coupon adjustment frequency, an index base period, and a base value. The index definition implements a separate function defined for each index or index for each category. This feature enables personalized and integrated processing operations.
而且, 本发明的债券指数生成系统还可包括指数样本券定义与 自动生成单元 (图中未示出), 其功能包括: 用于针对每一类别的 指数定义样本券; 根据定义的样本券选取条件自动筛选样本券, 并 可以查看、 修改定义后的样本券; 同时, 对于规则之外的样本券也 提供查看和移入功能。 对于成份指数提供了除自动规则外的基它自 动样本券单独筛选条件。 功能该单元节约了开发和系统运行的复杂 性, 从运行效率和效果上看, 更为筒洁、 方便, 并达到实用、 新颖 的特点。  Moreover, the bond index generation system of the present invention may further include an index sample coupon definition and automatic generation unit (not shown), the functions of which include: defining a sample coupon for each category of index; selecting according to the defined sample coupon The condition automatically filters the sample coupons, and can view and modify the defined sample coupons. At the same time, the sample coupons other than the rules are also provided with viewing and moving in. For the component index, a separate screening condition for the automatic sample coupon is provided in addition to the automatic rule. Function This unit saves the complexity of development and system operation. It is more convenient and convenient in terms of operation efficiency and effect, and achieves practical and novel features.
债券指数族系按样本券的不同选取方法分为全指数族、 成份指 数族、 持仓指数族、 定制指数族四大体系。 (一 )全指数族 The bond index family is divided into four major systems: the full index family, the component index family, the position index family, and the custom index family according to different methods of sample coupons. (1) Full index family
全指编制目的是反映债券全市场或某一类债券的整体价格和投 资回报情况。 以债券的期限、 发行人、 流通场所及债券付息方式等 单一或多个要素下全部债券为样本券的指数。  The purpose of the all-finger index is to reflect the overall price of the bond market or a certain type of bond and the return on investment. An index that uses all bonds under one or more factors, such as the term of the bond, the issuer, the place of circulation, and the bond payment method, as sample coupons.
(二 )成份指数族  (2) Ingredient index family
为进一步反映债券市场中不同特点 (如流动性、 市值等) 的债 券组合的价格和回报表现, 中央结算公司编制了成份指数族。 该指 数族的每只指数的样本券只数是固定的, 可作为跟踪指数, 为指数 基金提供盯市基准。  To further reflect the price and return performance of bond portfolios with different characteristics (such as liquidity, market capitalization, etc.) in the bond market, CCASS has compiled a component index family. The index number of each index of the index family is fixed and can be used as a tracking index to provide a benchmarking benchmark for index funds.
(三)持仓指数族  (3) Position index family
为成员内部业绩评估、 风险控制提供参考指标, 便于与成员选 定的基准指数进行比较分析。 以托管在中央结算公司的各机构成员 债券帐户为单位, 以各帐户中的全部债券为集合每日自动生成持仓 指数。 该类指数仅供开户成员自己阅读使用, 不对外披露。  It provides reference indicators for members' internal performance evaluation and risk control, which is convenient for comparison and analysis with the benchmark index selected by members. The position index is automatically generated daily by the bond accounts of the members of the institutions that are hosted in the Central Clearing Company, and all the bonds in each account are collected. This type of index is only for reading and use by the account opening members and is not disclosed.
(四)定制指数族  (4) Customized index family
通过观察定制指数的走势, 来修正和完善投资策略。 用户可根 据投资組合需要, 定制感兴趣的指数。  Correct and improve the investment strategy by observing the trend of the custom index. Users can customize the index of interest based on portfolio needs.
根据上述方法可为用户提供各种所需的债券指数指标值, 比 如: 可为每只债券指数提供财富、 全价、 净价三组总值, 并对总指 数族、 成份指数族、 定制指数族、 持仓指数族的每支指数提供了按 待偿期分段的多组财富、 全价、 净价指数值。 此外, 还可为每只指 数按待偿期分段提供多组指数值。  According to the above method, the user can provide various required bond index index values, for example: three sets of total value of wealth, full price and net price can be provided for each bond index, and the total index family, component index family, custom index Each index of the family and position index family provides multiple sets of wealth, full price, and net price index values according to the period of the insured period. In addition, multiple sets of index values can be provided for each index by the period of the indefinite period.
此后, 可以根据需求将得到收益率曲线和债券指数通过互联网 或显示器等输出显示给用户。  Thereafter, the yield curve and bond index can be displayed to the user via the Internet or display output as needed.
下面, 将概要描述根据本发明的债券指数的组合指标值的计算 方法和系统。 该方法包括以下内容:  Next, a calculation method and system for the combined index value of the bond index according to the present invention will be briefly described. The method includes the following:
1、 分段指标值的计算 N2007/001996 1. Calculation of segmentation index value N2007/001996
( 1 )按将每一只指数中样本券按待偿期不同细分为 1 年以 下、 1-3年、 3-5年、 5-7年、 7-10年、 10年以上 6个区间段; (1) According to the sample coupons in each index, it is subdivided into less than 1 year, 1-3 years, 3-5 years, 5-7 years, 7-10 years, and 10 years or more according to the period of repayment. Paragraph
( 2 )对 6 个区间段的样本集分别计算全价、 净价、 财富指数 值, 用以反映该指数总值变化中不同期限段样本组对该指数总值的 贡献大小, 计算方法同上述在步骤 250中计算债券的指数的方法。  (2) Calculate the full price, net price, and wealth index values for the sample sets of the six interval segments, respectively, to reflect the contribution of the sample groups of different time segments in the total value change of the index to the total value of the index. The method of calculating the index of the bond in step 250.
2、 计算指标值  2. Calculate the indicator value
( 1 )计算指数中的每一只债券的修正久期 (浮动利率债券提 供了点差久期和利率久期)、 凸性(浮动利率债券提供了点差凸性 和利差凸性)、 基点价值、 到期收益率 (浮动利率债券提供了点差 收益率)、 待偿期等指标;  (1) Calculate the modified duration of each bond in the index (floating interest rate bonds provide spread duration and interest rate duration), convexity (floating rate bonds provide spread convexity and spread convexity), base point value , yield to maturity (floating rate bonds provide spread rate of return), waiting period and other indicators;
( 2 )计算组合的 12个指标, 这些指标包括:  (2) Calculate the combined 12 indicators, including:
市值法修正久期、 现金流法修正久期、 市值法凸性、 现金流法 凸性、 平均基点价值、 平均到期收益率、 平均待偿期、 平均派息 率、 指数总市值、 财富指数涨跌幅、 全价指数涨跌幅、 净价指数涨 跌幅, 这些指标值反映了债券组合的风险及收益指标。 计算的组合 指标是本发明的指数有别于别国内其他机构编制指数的重要特点。  Market value method amendment duration, cash flow method correction duration, market value method convexity, cash flow method convexity, average base point value, average yield to maturity, average waiting period, average payout ratio, total market value of index, wealth index The rise and fall, the full-price index, the rise and fall of the net price index, and the value of these indicators reflect the risk and return indicators of the bond portfolio. The calculated combination index is an important feature of the index of the present invention that is different from that of other institutions in the country.
( 3 )对上述每一个指标值均生成历史时间序列的连线图, 以 便于观察和跟踪分析。 指标值的连线是本发明的指数计算的指标的 优选特征之一。  (3) A connection diagram of historical time series is generated for each of the above index values to facilitate observation and tracking analysis. The connection of the index values is one of the preferred features of the index calculation index of the present invention.
本发明的描述是为了示例和描述起见而给出的, 而并不是无遗 漏的或者将本发明限于所公开的形式。 很多修改和变化对于本领域 的普通技术人员而言是显然的。 选择和描述实施例是为了更好说明 本发明的原理和实际应用, 并且使本领域的普通技术人员能够理解 本发明从而设计适于特定用途的带有各种修改的各种实施例。  The description of the present invention has been presented for purposes of illustration and description. Many modifications and variations will be apparent to those skilled in the art. The embodiment was chosen and described in order to explain the invention and embodiments of the invention

Claims

权 利 要 求 Rights request
1. 一种债券收益率曲线的生成系统, 其特征在于, 包括: A system for generating a bond yield curve, which is characterized by comprising:
数据采集单元 (100 ), 用于釆集债券实际交易数据和估值数 据;  a data collection unit (100) for collecting actual transaction data and valuation data of the bond;
收益率样本点确定单元(101 ), 用于根据采集的债券实际交易 数据和估值数据为每个标准待偿期限确定一个合理的收益率样本 点;  The yield sample point determining unit (101) is configured to determine a reasonable yield rate sample point for each standard waiting period according to the collected bond actual transaction data and the valuation data;
收益率值计算单元( 102 ), 用于根据确定的样本点, 利用赫尔 米特插值模型计算所求收益率曲线上任意待偿期对应的收益率值; 以及  a yield value calculation unit (102), configured to calculate, according to the determined sample point, a yield value corresponding to an arbitrary toll period on the yield curve obtained by using a Hermitian interpolation model;
收益率曲线生成单元(103 ), 用于根据得到的收益率值生成收 益率曲线。  The profit rate curve generating unit (103) is configured to generate a profit rate curve based on the obtained profit rate value.
2. 根据权利要求 1 所述的系统, 其特征在于, 所述收益率样本 点确定单元 (101 )进一步用于从实际交易数据和估值数据中为每 个标准待偿期限选择合理的样本点, 并通过自行分析运算为无法选 出样本点的标准待偿期限确定合理样本点。  2. The system according to claim 1, wherein the rate of return sample point determining unit (101) is further configured to select a reasonable sample point for each standard waiting period from actual transaction data and valuation data. And determine the reasonable sample points by self-analysis and calculation for the standard waiting period for which the sample points cannot be selected.
3. 根据权利要求 1 所述的系统, 其特征在于, 所述收益率样本 点确定单元 (101 )从实际交易数据和估值数据中为每个标准待偿 期限选择合理的样本点前, 进一步从所采集的实际交易数据中剔除 交易结算价和双边报价中的异常价格。  3. The system according to claim 1, wherein the yield rate sample point determining unit (101) selects a reasonable sample point for each standard waiting period from the actual transaction data and the valuation data, and further The abnormal price of the transaction settlement price and the bilateral quotation is excluded from the actual transaction data collected.
4. 根据权利要求 3 所述的系统, 其特征在于, 所述剔除交易结 算价中的异常价格为: 将债券当日交易结算价的收益率与前日的进 行比较, 如果差别过大, 并且又不存在宏观经济因素的影响, 则将 其作为异常价格剔除;  4. The system according to claim 3, wherein the abnormal price in the settlement transaction settlement price is: comparing the yield of the bond transaction settlement price on the current day with the previous day, if the difference is too large, and If there is a macroeconomic factor, it will be excluded as an abnormal price;
所述剔除双边报价中的异常价格为: 将当日债券的双边报价与 实际待偿期限临近的其他债券的双边报价进行比较, 如果差别明 显, 则作为异常价格剔除。 The abnormal price in the bilateral quotation is: the bilateral quotation of the current bond is compared with the bilateral quotation of other bonds near the actual waiting period, if the difference is clear Displayed, then excluded as an abnormal price.
5. 根据权利要求 4所述的系统, 其特征在于, 所述剔除交易结 算价中的异常价格还包括: 将所述收益率值与当日不同实际待偿期 的同类债券收益率值进行比较, 如果明显不符合实际待偿期越短收 益率越低的规律, 则将其作为异常价格剔除。  The system according to claim 4, wherein the abnormal price in the settlement transaction settlement price further comprises: comparing the profit rate value with a similar bond yield value of a different actual waiting period of the current day, If it is obviously not in conformity with the fact that the actual pay period is shorter and the yield is lower, it is excluded as an abnormal price.
6. 根据权利要求 2所述的系统, 其特征在于, 所述收益率样本 点确定单元(101 )从采集的估值数据中选择确定合理的样本点包 括: 取多个市场成员在待求的标准待偿期限上所估收益率值的中 值。  The system according to claim 2, wherein the yield rate sample point determining unit (101) selects a reasonable sample point from the collected evaluation data, including: taking a plurality of market members in a request The median value of the estimated rate of return on the standard period of maturity.
7. 根据权利要求 1 所述的系统, 其特征在于, 所述收益率值计 算单元(102 )根据如下公式计算收益率值:  7. The system according to claim 1, wherein the rate of return value calculation unit (102) calculates a rate of return value according to the following formula:
y(x) = β, + yMH2 + dtH + dMH4 其中:
Figure imgf000025_0001
·
y(x) = β, + y M H 2 + d t H + d M H 4 where:
Figure imgf000025_0001
·
H2 = 3(^^-)2 - 2(^^)3 H 2 = 3(^^-) 2 - 2(^^) 3
Χί+1一 Xi Xi+1― Xi ; Χ ί+1- X i X i+1― X i ;
H ― (^+i― x (XM - ) H ― (^+i― x ( X M - )
^ί+Ι― ("^ί+Ι一^ ) ·  ^ί+Ι― ("^ί+Ι一^) ·
(χ ― xf ) x ― xf ) (χ ― x f ) x ― x f )
11 = 2  11 = 2
( '+i― ) ¾+l一 ( '+i― ) 3⁄4+l one
Figure imgf000025_0002
Figure imgf000025_0002
y为待求的收益率值, x为待求的待偿期限值, Xi, xi+1为采样 点的实际待偿期限, yi, yi+1为采样点的收益率值, i, j, n 为自然 数。 y is the yield value to be sought, x is the waiting period value to be sought, Xi, x i+1 is the actual waiting period of the sampling point, yi, y i+1 is the yield value of the sampling point, i, j, n is a natural number.
8. 根据权利要求 1 所述的系统, 其特征在于, 还包括收益率曲 线输出单元(160 ), 用于将所生成的收益率曲线输出。  8. The system according to claim 1, further comprising a yield rate curve output unit (160) for outputting the generated yield curve.
9. 一种债券收益率曲线的生成方法, 其特征在于, 包括以下步 驟: a. 采集债券实际交易数据和估值数据; 9. A method for generating a bond yield curve, comprising the steps of: a. Collect actual transaction data and valuation data of the bonds;
b. 才艮据采集的债券实际交易数据和估值数据为每个标准待偿 期限确定一个合理的收益率样本点;  b. According to the actual transaction data and valuation data of the collected bonds, a reasonable rate of sample point is determined for each standard waiting period;
c 根据确定的样本点, 利用赫尔米特插值模型计算所求收益 率曲线上任意待偿期对应的收益率值, 并生成收益率曲线。  c According to the determined sample points, the Hermitian interpolation model is used to calculate the yield value corresponding to any waiting period on the yield curve, and the yield curve is generated.
10. 根据权利要求 9 所述的方法, 其特征在于, 所述步驟 b 包 括:  10. The method according to claim 9, wherein the step b comprises:
从实际交易数据和采集的估值数据中为每个标准待偿期限选择 确定合理的样本点;  Selecting a reasonable sample point for each standard waiting period from the actual transaction data and the collected valuation data;
判断是否针对每个标准待偿期限都选出的合理的采样点, 如果 是, 则进入步骤 c, 否则通过自行分析运算为无法选出样本点的标 准待偿期限确定合理样本点。  Determine whether a reasonable sampling point is selected for each standard waiting period. If yes, proceed to step c. Otherwise, determine the reasonable sampling point by the self-analysis operation for the standard waiting period for which the sample point cannot be selected.
11. 根据权利要求 10 所述的方法, 其特征在于, 所述从实际交 易数据和采集的估值数据中为每个标准待偿期限选择确定合理的样 本点前进一步包括: 从采集的实际交易数据中剔除交易结算价和双 边报价中的异常价格。  11. The method according to claim 10, wherein the determining from the actual transaction data and the collected valuation data for determining a reasonable sample point for each standard waiting period further comprises: collecting actual transactions from the The abnormal price of the transaction settlement price and the bilateral quotation is excluded from the data.
12. 根据权利要求 11 所述的方法, 其特征在于, 所述剔除交易 结算价中的异常价格过程包括: 将债券当日交易结算价的收益率与 前日的进行比较, 如果差别过大, 并且又不存在宏观经济因素的影 响, 则将其作为异常价格剔除;  12. The method according to claim 11, wherein the abnormal price process in the transaction settlement price includes: comparing the yield of the bond transaction settlement price on the day of the transaction with the previous day, if the difference is too large, and If there is no macroeconomic factor, it will be excluded as an abnormal price;
所述剔除双边报价中的异常价格过程包括: 将当日债券的双边 报价与实际待偿期限临近的其他债券的双边报价进行比较, 如果差 别明显, 则作为异常价格剔除。  The process of rejecting the abnormal price in the bilateral quotation includes: comparing the bilateral quotation of the current day bond with the bilateral quotation of other bonds adjacent to the actual waiting period, and if the difference is obvious, the abnormal price is excluded.
13. 根据权利要求 12 所述的方法, 其特征在于, 所述剔除交易 结算价中的异常价格过程还包括: 将所述收益率值与当日不同实际 待偿期的同类债券收益率值进行比较, 如果明显不符合实际待偿期 越短收益率越低的规律, 则将其作为异常价格剔除。 13. The method according to claim 12, wherein the culling the abnormal price process in the transaction settlement price further comprises: comparing the profit rate value with a similar bond yield value of a different actual waiting period of the current day. If it is obviously not in conformity with the fact that the shorter the actual yield period, the lower the rate of return, the more abnormal price is eliminated.
14. 根据权利要求 10所述的方法, 其特征在于, 所述从采集的 估值数据中为每个标准待偿期限选择确定合理的样本点包括: 取多 个市场成员在待求的标准待偿期限上所估收益率值的中值。 The method according to claim 10, wherein the determining, from the collected evaluation data, a reasonable sample point for each standard waiting period includes: taking a plurality of market members in a waiting for a standard The median value of the estimated rate of return on the repayment period.
15. 根据权利要求 9 所述的方法, 其特征在于, 所述步骤 c按 照如下公式计算收益率值: 15. The method according to claim 9, wherein the step c calculates the yield value according to the following formula:
Figure imgf000027_0001
Figure imgf000027_0001
Ηλ - 3(Χμ~Χ)2 - 2(Χ'+1" )3 λ λ - 3( Χμ ~ Χ ) 2 - 2( Χ ' +1 " ) 3
其中: Xi+l - Xi XM - Xi J ·
Figure imgf000027_0002
Where: X i+l - X i X M - X i J ·
Figure imgf000027_0002
TT _ iX ~~ Xj) iX ~ Xi )
Figure imgf000027_0003
TT _ i X ~~ X j) i X ~ X i )
Figure imgf000027_0003
y为待求的收益率值, x为待求的待偿期限值, xi, xi+1为采样 点的实际待偿期限, , ;+1为采样点的收益率值, i, j, n 为自然 数。 y is the yield value to be sought, x is the waiting period value to be sought, xi, x i+1 is the actual waiting period of the sampling point, and ; +1 is the yield value of the sampling point, i, j, n is a natural number.
16. 根据权利要求 9所述的方法, 其特征在于, 步骤 b前进一 步包括: 分析当日宏观经济金融及债券市场的情况。  16. The method according to claim 9, wherein the step b of advancing comprises: analyzing the situation of the macroeconomic finance and bond market of the day.
17. 根据权利要求 9 所述的方法, 其特征在于, 步骤 a所述数 据的来源包括: 银行间债券市场结算数据、 交易所债券的成交数 据、 债券拒台的双边报价、 银行间债券市场的双边报价以及市场成 员收益率的估值数据。  17. The method according to claim 9, wherein the source of the data in step a comprises: inter-bank bond market settlement data, transaction data of exchange bonds, bilateral quotation of bond refusal, and inter-bank bond market Bilateral quotes and valuation data for market member yields.
18. 一种债券指数生成系统, 其特征在于包括:  18. A bond index generation system, comprising:
数据采集单元 (100), 用于采集债券实际交易数据和估值数 据; a data collection unit ( 100 ) for collecting actual transaction data and valuation data of the bond;
收益率样本点确定单元(101), 用于根据采集的债券实际交易 数据和估值数据为每个标准待偿期限确定一个合理的收益率样本 点; Yield rate point determination unit (101) for actual trading based on collected bonds Data and valuation data determine a reasonable rate of sample point for each standard period of satisfaction;
收益率值计算单元 ( 102 ), 用于根据确定的样本点, 利用赫尔 米特插值模型计算所求收益率曲线上任意待偿期对应的收益率值; 收益率曲线生成单元(103 ), 用于才艮据得到的收益率值生成收 益率曲线;  a yield value calculation unit (102), configured to calculate, according to the determined sample point, a yield value corresponding to an arbitrary waiting period on the yield curve by using a Hermitian interpolation model; a yield curve generating unit (103), Used to generate a yield curve based on the yield value obtained;
债券估值计算单元 (104 ), 用于根据债券实际交易数据和通过 所述收益率曲线获得的估值数据来确定债券估值数据; 以及  a bond valuation calculation unit (104) for determining bond valuation data based on actual transaction data of the bond and valuation data obtained through the yield curve;
债券指数计算单元(105 ), 用于根据所确定的债券估值数据计 算债券指数。  The bond index calculation unit (105) is configured to calculate the bond index based on the determined bond valuation data.
19. 根据权利要求 18 所述的系统, 其特征在于, 所述收益率样 本点确定单元(101 )被进一步配置成用于从实际交易数据和估值 数据中为每个标准待偿期限选择合理的样本点 , 并通过自行分析运 算为无法选出样本点的标准待偿期 P艮确定合理样本点。  19. The system according to claim 18, wherein the rate of return sample point determining unit (101) is further configured to select a reasonable one for each standard term from the actual transaction data and the valuation data. The sample points are determined by a self-analysis operation to determine the reasonable sample points for the standard P, P, which cannot select the sample points.
20. 根据权利要求 19 所述的系统, 其特征在于, 所述收益率样 本点确定单元(101 )从实际交易数据和估值数据中为每个标准待 偿期限选择合理的样本点前, 进一步从所采集的实际交易数据中剔 除交易结算价和双边报价中的异常价格。  20. The system according to claim 19, wherein the rate of return sample point determining unit (101) selects a reasonable sample point for each standard waiting period from the actual transaction data and the valuation data, and further The abnormal price of the transaction settlement price and the bilateral quotation is excluded from the actual transaction data collected.
21. 根椐权利要求 20所述的系统, 其特征在于, 所述剔除交易 结算价中的异常价格为: 将债券当曰交易结算价的收益率与前曰的 进行比较, 如果差别过大, 并且又不存在宏观经济因素的影响, 则 将其作为异常价格剔除;  21. The system of claim 20, wherein the abnormal price in the settlement transaction settlement price is: comparing the yield of the bond as the transaction settlement price with the previous one, if the difference is too large, And if there is no macroeconomic factor, then it will be excluded as an abnormal price;
所述剔除双边报价中的异常价格为: 将当日债券的双边报价与 实际待偿期限临近的其他债券的双边报价进行比较, 如果差别明 显, 则作为异常价格剔除。  The abnormal price in the bilateral quotation is excluded: the bilateral quotation of the current day bond is compared with the bilateral quotation of other bonds adjacent to the actual waiting period, and if the difference is obvious, it is excluded as the abnormal price.
22. 根据权利要求 21 所述的系统, 其特征在于, 所述剔除交易 结算价中的异常价格还包括: 将所述收益率值与当曰不同实际待偿 期的同类债券收益率值进行比较, 如果明显不符合实际待偿期越短 收益率越低的规律, 则将其作为异常价格剔除。 22. The system according to claim 21, wherein the abnormal price in the settlement transaction settlement price further comprises: comparing the yield value to a different actual payment The value of the similar bond yields of the period is compared. If it is obviously not in line with the law that the shorter the yield is, the shorter the rate of return is, and then it is excluded as the abnormal price.
23. 根据权利要求 19所述的系统, 其特征在于, 所述收益率样 本点确定单元(101 )从采集的估值数据中选择确定合理的样本点 包括: 取多个市场成员在待求的标准待偿期限上所估收益率值的中 值。  The system according to claim 19, wherein the yield rate sample point determining unit (101) selects a reasonable sample point from the collected evaluation data, including: taking a plurality of market members in a request The median value of the estimated rate of return on the standard period of maturity.
24. 根据权利要求 18所述的系统, 其特征在于, 所述收益率值 计算单元( 102 )根据如下公式计算收益率值:  24. The system according to claim 18, wherein the rate of return value calculation unit (102) calculates a rate of return value according to the following formula:
y(x) = + yMH2 + dtH + dMH4 其中:
Figure imgf000029_0001
y(x) = + y M H 2 + d t H + d M H 4 where:
Figure imgf000029_0001
H2 = 3(^~^)2 - 2(^-^)3 H 2 = 3(^~^) 2 - 2(^-^) 3
Χί+1― Xi Xi+1― Xi
Figure imgf000029_0002
Χ ί+1― X i X i+1― X i
Figure imgf000029_0002
H 一 (x - χί}_ ― (x ~ Xj ) H a ( x - χ ί}_ ― ( x ~ X j )
(Xi+ ~ Xi ) Xi+\一 Xi( X i+ ~ X i ) X i+\一X i
Figure imgf000029_0003
Figure imgf000029_0003
y为待求的收益率值, χ为待求的待偿期限值, xi, xi+1为釆样 点的实际待偿期限, yi, yi+1为采样点的收益率值, i, j, n 为自然 数。 y is the yield value to be sought, χ is the waiting period value to be sought, xi, x i+1 is the actual waiting period of the sample point, yi, y i+1 is the yield value of the sampling point, i , j, n are natural numbers.
25. 根据权利要求 18 所述的系统, 其特征在于, 所述债券估值 计算单元(104 ) 计算债券的估值为: 按照债券价格与收益率互推 公式, 计算出债券的估值。  25. The system according to claim 18, wherein the bond valuation calculation unit (104) calculates the bond valuation as: calculating a bond valuation according to a bond price and a yield ratio formula.
26. 根据权利要求 18 或 25所述的系统, 其特征在于, 所述债 券估值计算单元 (104 )按如下公式计算浮动利率债券的估值;
Figure imgf000029_0004
其中, 为最近起息日的基准利率;
The system according to claim 18 or 25, wherein the bond valuation calculation unit (104) calculates the valuation of the floating rate bond according to the following formula;
Figure imgf000029_0004
Among them, the benchmark interest rate for the most recent value date;
R2为下一付息期的基准利率; R 2 is the benchmark interest rate for the next interest period;
d为结算日至下一最近付息日的实际天数;  d is the actual number of days from the settlement date to the next most recent interest payment date;
Ar为发行时的基本利差;  Ar is the basic spread when it is issued;
Ay为期望的收益率点差;  Ay is the expected rate of return spread;
TS为本付息周期的实际天数, 含 2月 29日;  TS is the actual number of days in the interest payment period, including February 29;
f为付息频率;  f is the frequency of interest payment;
M为本金。  M is the principal.
27. 根据权利要求 18所述的系统, 其特征在于, 债券指数计算 单元(105 )通过以下公式计算财富指数值:
Figure imgf000030_0001
27. The system according to claim 18, wherein the bond index calculation unit (105) calculates the wealth index value by the following formula:
Figure imgf000030_0001
其中, IfT为 Τ日债券指数财富指数值; Where I f , T is the value of the daily bond index wealth index;
Wid为债券 i的市值权重, 可结合托管量等因素确定; W id is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pid,t和 Pid,t.i分别为债券 i在 t和 t-1 日的全价价格, 即由债券 估值计算单元(104 ) 所得到的相应的估值; P id ,t and P id , ti are the full price of bond i on t and t-1, respectively, ie the corresponding valuation obtained by bond valuation calculation unit (104);
1^.0为 T-1日债券指数财富指数值;  1^.0 is the value of the T-1 bond index index;
若当日即 T日有样本券付息, 则在付息当日将利息再投资至指 数之中;  If there is a coupon payment on the T-day, the interest will be reinvested into the index on the date of payment;
债券指数计算单元(105 )通过以下公式计算全价指数值:  The bond index calculation unit (105) calculates the full price index value by the following formula:
n p '•=1 "id t-X)  n p '•=1 "id t-X)
其中, Id,T为 T曰债券全价指数; Where I d , T is the T曰 bond full price index;
Wid为债券 i的市值权重, 可结合托管量等因素确定; W id is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pid,t和 Pid,(t-i)分别为债券 i在 t和 t-1 日的全价价格, 即由债券 估值计算单元(104 )所得到的相应的估值;P id ,t and P id ,(ti) are the full price of bond i on t and t-1, respectively, ie the corresponding valuation obtained by bond valuation calculation unit (104);
Figure imgf000030_0002
T-1 日债券全价指数; 若当日有样本券付息, 则不考虑利息再投资因素; 债券指数计算单元(105 )通过以下公式计算净价指数值:
Figure imgf000031_0001
Figure imgf000030_0002
T-1 daily bond full price index; If there is a coupon payment on the day, the interest reinvestment factor is not considered; the bond index calculation unit (105) calculates the net price index value by the following formula:
Figure imgf000031_0001
其中, ICT为 T日债券净价指数; Among them, I C , T is the T-day bond net price index;
Wic为债券 i的市值权重, 可结合托管量等因素确定; W ic is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pic,t和 PiO分别为债券 i在 t和 t-1 日的净价价格, 即由债券 估值计算单元(104 )得到的相应的估值; P ic , t and PiO are the net price of bond i on t and t-1, respectively, that is, the corresponding valuation obtained by bond valuation calculation unit (104);
I T-D为 T-1 日债券净价指数;  I T-D is the T-1 daily bond net price index;
若当日有样本券付息, 则净价指数不考虑利息再投资因素。  If there is a coupon payment on the day, the net price index does not consider the interest reinvestment factor.
28. 根据权利要求 18 所述的系统, 其特征在于, 所述债券估值 计算单元 (104 )还包括数据采集和债券指数样本券选择子单元, 该子单元被配置成通过以下方式来确定债券估值数据 28. The system according to claim 18, wherein the bond valuation calculation unit ( 104 ) further comprises a data collection and bond index sample coupon selection subunit, the subunit configured to be determined by: Bond valuation data
采集债券实际交易数据, 包括: 双边报价、 商业银行拒台报 价、 交易所收盘价、 银行间债券市场结算价;  Collecting actual transaction data of bonds, including: bilateral quotation, commercial bank refusal to quote, exchange closing price, and interbank bond market settlement price;
对上述采集的数据依据, 利用所述收益率曲线获得的估值数据 进行异常价格分析, 对于经过异常价格分析后质量好的价格, 首先 选取双边报价, 其次为 4艮行间债券市场结算价、 交易所收盘价, 最 后若无报价和交易结算价格, 则直接取自估值数据, 对于跨流通市 场的债券价格处理, 分别取各自的结算价和各个市场的流通托管 其中, 所述双边报价包括商业银行拒台报价, 对于所述银行间 债券市场结算价取日终加权平均结算价格, 对于所述交易所收盘价 取日终收盘价。  Based on the data collected above, the abnormal price analysis is performed using the valuation data obtained by the yield curve. For the price with good quality after the abnormal price analysis, the bilateral quotation is first selected, followed by the settlement price of the inter-bank bond market. The closing price of the exchange, if there is no quotation and transaction settlement price, it is directly taken from the valuation data. For the bond price processing across the circulation market, the respective settlement price and the circulation custody of each market are respectively taken, and the bilateral quotation includes The commercial bank rejects the quotation, and the settlement price of the inter-bank bond market is taken as the end-of-day weighted average settlement price, and the closing price of the exchange is taken as the closing price of the day.
29. 根据权利要求 28 所述的系统, 其特征在于, 在相对于利用 所述收益率曲线获得的估值数据进行异常价格分析的处理中, 定义 用于进行债券指数计算的异常价格偏差比例, 用于剔除异常价格, 其中所述偏差比例设定为双边报价、 结算价、 拒台价格、 交易所收 盘价格分别与估值数据之间的比例。 29. The system according to claim 28, wherein in the process of performing abnormal price analysis with respect to the estimated data obtained by using the yield curve, an abnormal price deviation ratio for calculating the bond index is defined, Used to eliminate abnormal prices, The deviation ratio is set as the ratio between the bilateral quotation, the settlement price, the refusal price, and the closing price of the exchange and the valuation data.
30. 根据权利要求 18 所述的系统, 其特征在于, 所述系统还包 括  30. The system of claim 18, wherein the system further comprises
指数定义单元, 用于定义指数的名称、 样本券调整频率、 指数 基期与基值;  An index definition unit for defining the name of the index, the frequency of adjustment of the sample coupon, the base period of the index, and the base value;
指数样本券定义与自动生成单元, 用于完成以下功能中至少之 用于针对每一类别的指数定义样本券, 根据定义的样本券选取 条件自动筛选样本券;  An index sample voucher definition and automatic generation unit, configured to perform at least one of the following functions for defining an index for each category of an index, and automatically screening the sample coupon according to the defined sample coupon selection condition;
查看、 修改定义后的样本券, 对于规则之外的样本券也提供查 看和移入功能;  View and modify the sample coupons after the definition, and provide check and move functions for sample coupons other than the rules;
对于成份指数提供了除自动规则外的基它自动样本券单独筛选 条件。  For the component index, it provides an independent screening condition for automatic sample coupons in addition to the automatic rules.
31. 根据权利要求 18所述的系统, 其特征在于, 所述系统还包 括债券估值 /债券指数输出单元 (160 ), 用于输出所获得的债券估 值和债券指数中至少之一。  The system according to claim 18, characterized in that the system further comprises a bond valuation/bond index output unit (160) for outputting at least one of the obtained bond valuation and the bond index.
32. 一种债券指数的生成方法, 其特征在于, 包括:  32. A method for generating a bond index, characterized by comprising:
A. 釆集债券实际交易数据和估值数据;  A. Collecting actual transaction data and valuation data of bonds;
B. 根据采集的债券实际交易数据和估值数据为每个标准待偿 期限确定一个合理的收益率样本点;  B. Determine a reasonable rate of sample point for each standard waiting period based on the actual transaction data and valuation data of the collected bonds;
C. 根据确定的样本点, 利用赫尔米特插值模型计算所求收益 率曲线上任意待偿期对应的收益率值;  C. Calculate the yield value corresponding to any waiting period on the yield curve based on the determined sample points using the Hermitian interpolation model;
D. 根据得到的收益率值生成收益率曲线;  D. Generate a yield curve based on the obtained yield value;
E. 根据债券实际交易数据和通过所述收益率曲线获得的估值 数据来确定债券估值数据; 以及  E. determining bond valuation data based on actual bond transaction data and valuation data obtained through the yield curve;
F. 根据所确定的债券估值数据计算债券指数。 F. Calculate the bond index based on the determined bond valuation data.
33. 根据权利要求 32所述的方法, 其特征在于, 所述步骤 B包 括: 33. The method of claim 32, wherein the step B comprises:
从实际交易数据和采集的估值数据中为每个标准待偿期限选择 确定合理的样本点;  Selecting a reasonable sample point for each standard waiting period from the actual transaction data and the collected valuation data;
判断是否针对每个标准待偿期限都选出的合理的采样点, 如果 是, 则进入步驟 C, 否则通过自行分析运算为无法选出样本点的标 准待偿期限确定合理样本点。  Determine whether a reasonable sampling point is selected for each standard waiting period. If yes, proceed to step C. Otherwise, determine the reasonable sampling point by the self-analysis operation for the standard waiting period for which the sample point cannot be selected.
34. 根据权利要求 33 所述的方法, 其特征在于, 所述从实际交 易数据和采集的估值数据中为每个标准待偿期限选择确定合理的样 本点前进一步包括: 从采集的实际交易数据中剔除交易结算价和双 边报价中的异常价格。  34. The method according to claim 33, wherein the determining from the actual transaction data and the collected valuation data for determining a reasonable sample point for each standard waiting period further comprises: collecting the actual transaction The abnormal price of the transaction settlement price and the bilateral quotation is excluded from the data.
35. 根据权利要求 34 所述的方法, 其特征在于, 所述剔除交易 结算价中的异常价格过程包括: 将债券当曰交易结算价的收益率与 前日的进行比较, 如果差别过大, 并且又不存在宏观经济因素的影 响, 则将其作为异常价格剔除;  35. The method according to claim 34, wherein the abnormal price process in the transaction settlement price includes: comparing the yield of the bond as the transaction settlement price with the previous day, if the difference is too large, and If there is no macroeconomic factor, then it will be excluded as an abnormal price;
所述剔除双边报价中的异常价格过程包括: 将当日债券的双边 报价与实际待偿期限临近的其他债券的双边报价进行比较, 如果差 别明显, 则作为异常价格剔除。  The process of rejecting the abnormal price in the bilateral quotation includes: comparing the bilateral quotation of the current day bond with the bilateral quotation of other bonds adjacent to the actual waiting period, and if the difference is obvious, the abnormal price is excluded.
36. 根据权利要求 35所述的方法, 其特征在于, 所述剔除交易 结算价中的异常价格过程还包括: 将所述收益率值与当日不同实际 待偿期的同类债券收益率值进行比较, 如果明显不符合实际待偿期 越短收益率越低的规律, 则将其作为异常价格剔除。  36. The method according to claim 35, wherein the culling the abnormal price process in the transaction settlement price further comprises: comparing the profit rate value with a similar bond yield value of a different actual waiting period of the current day. If it is obviously not in conformity with the fact that the shorter the actual yield period, the lower the rate of return, the more abnormal price is eliminated.
37. 根据权利要求 33 所述的方法, 其特征在于, 所述从采集的 估值数据中为每个标准待偿期限选择确定合理的样本点包括: 取多 个市场成员在待求的标准待偿期限上所估收益率值的中值。  37. The method according to claim 33, wherein the determining, from the collected evaluation data, a reasonable sample point for each standard toll period includes: taking a plurality of market members in a standard to be sought The median value of the estimated rate of return on the repayment period.
38. 根据权利要求 32所迷的方法, 其特征在于, 所述步糠 C按 照如下公式计算收益率值 y(x) = y,Hx + yi+1 2 + dtH3 + dMH,
Figure imgf000034_0001
38. The method according to claim 32, wherein said step C calculates a yield value according to the following formula y(x) = y, H x + y i+1 2 + d t H 3 + d M H,
Figure imgf000034_0001
H2=3(^^)2 H 2 =3(^^) 2
Xi+\― Xi (XM一 X) X i+\― X i ( X M- X )
Figure imgf000034_0002
Figure imgf000034_0002
Xi+l一 Xi X i+l- X i
(Xi+l ~Xi)( X i+l ~ X i)
Figure imgf000034_0003
Figure imgf000034_0003
y为待求的收益率值, x为待求的待偿期限值, Xi, xi+1为釆样 点的实际待偿期限, yi, yi+1为采样点的收益率值, i, j, n 为自然 数。 y is the yield value to be sought, x is the waiting period value to be sought, Xi, x i+1 is the actual waiting period of the sample point, yi, y i+1 is the yield value of the sampling point, i , j, n are natural numbers.
39. 根据权利要求 32所述的方法, 其特征在于, 步驟 E所述计 算债券的估值过程包括: 按照债券价格与收益率互推公式, 计算出 债券的估值。  39. The method according to claim 32, wherein the calculating process of calculating the bond in step E comprises: calculating a valuation of the bond according to a formula of the bond price and the rate of return.
40. 根据权利要求 32或 39所述的方法, 其特征在于, 步骤 E 所述计算债券的估值过程按如下公式计算浮动利率债券的估值;  40. The method according to claim 32 or 39, wherein the estimating process of calculating the bond in step E calculates the valuation of the floating rate bond according to the following formula;
[l+(i¾+ )/ ]l [l+(i¾ [Ι+^+Δ;)//]^ [1+( +Δ)//] +"- 1 其中, 为最近起息日的基准利率; [l+(i3⁄4+ )/ ]l [l+(i3⁄4 [Ι+^+Δ;)//]^ [1+( +Δ)//] + "- 1 where is the benchmark interest rate for the most recent value date;
R2为下一付息期的基准利率; R 2 is the benchmark interest rate for the next interest period;
d为结算日至下一最近付息日的实际天数;  d is the actual number of days from the settlement date to the next most recent interest payment date;
Ar为发行时的基本利差;  Ar is the basic spread when it is issued;
Ay为期望的收益率点差;  Ay is the expected rate of return spread;
TS为本付息周期的实际天数, 含 2月 29日;  TS is the actual number of days in the interest payment period, including February 29;
f为付息频率;  f is the frequency of interest payment;
M为本金。 M is the principal.
41.根据权利要求 32所述的方法, 其特征在于, 步骤 F 中通过以 下公式计算财富指数值: The method according to claim 32, wherein in step F, the wealth index value is calculated by the following formula:
^ΐ,Τ = ,(Γ— 1) Χ Σ ~^ ^ΐ,Τ = ,(Γ— 1) Χ Σ ~^
!'=1 ~: !'=1 ~:
d,(t ~-l~) Χ ^id 其中, If,T为 Τ日债券指数财富指数值; d,(t ~-l~) Χ ^id where I f , T is the value of the daily bond index wealth index;
Wid为债券 i的市值权重, 可结合托管量等因素确定; W id is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pid,t和
Figure imgf000035_0001
分别为债券 i在 t和 t-1 日的全价价格, 即步骤 E 中所得到的相应的估值数据;
P id , t and
Figure imgf000035_0001
The full price of bond i on t and t-1, respectively, ie the corresponding valuation data obtained in step E;
1^.0为 T-1日债券指数财富指数值;  1^.0 is the value of the T-1 bond index index;
若当日即 T日有样本券付息, 则在付息当日将利息再投资至指 数之中;  If there is a coupon payment on the T-day, the interest will be reinvested into the index on the date of payment;
债券指数计算单元(105 )通过以下公式计算全价指数值:
Figure imgf000035_0002
The bond index calculation unit (105) calculates the full price index value by the following formula:
Figure imgf000035_0002
其中, IdT为 T日债券全价指数; Among them, I d , T is the T-day bond full price index;
Wid为债券 i的市值权重, 可结合托管量等因素确定; W id is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pid,t和 Pic t- 分别为债券 i在 t和 t-1 曰的全价价格, 即步骤 E 中所得到的相应的估值; P id ,t and Pic t- are the full price of bond i at t and t-1 ,, respectively, ie the corresponding estimates obtained in step E;
Id - 为 T-1日债券全价指数;  Id - is the full price index of the T-1 bond;
若当日有样本券付息, 则不考虑利息再投资因素;  If there is a coupon payment on the day, the interest reinvestment factor will not be considered;
债券指数计算单元(105 )通过以下公式计算净价指数值:  The bond index calculation unit (105) calculates the net price index value by the following formula:
其中, IC,T为
Figure imgf000035_0003
Where I C , T is
Figure imgf000035_0003
Wic为债券 i的市值权重, 可结合托管量等因素确定; W ic is the market value weight of bond i, which can be determined by factors such as the amount of custody;
Pict
Figure imgf000035_0004
为债券 i在 t和 t-1 日的净价价格, 即步骤 E 中所得到的相应的估值;
Figure imgf000036_0001
T-l日债券净价指数;
P ic , t and
Figure imgf000035_0004
The net price of bond i on t and t-1, ie the corresponding estimate obtained in step E;
Figure imgf000036_0001
Tl daily bond net price index;
若当日有样本券付息, 则净价指数不考虑利息再投资因素。  If there is a coupon payment on the day, the net price index does not consider the interest reinvestment factor.
42. 根据权利要求 32所述的方法, 其特征在于, 步驟 B前进一 步包括: 分析当日宏观经济金融及债券市场的情况。  42. The method of claim 32, wherein step B proceeds by: analyzing the situation of the macroeconomic financial and bond markets of the day.
43. 根据权利要求 32所述的方法, 其特征在于, 步骤 A所述数 据的来源包括: 银行间债券市场结算数据、 交易所债券的成交数 据、 债券拒台的双边报价、 银行间债券市场的双边报价以及市场成 员收益率的估值数据。  43. The method according to claim 32, wherein the source of the data in step A comprises: inter-bank bond market settlement data, transaction data of exchange bonds, bilateral quotation of bond refusal, and inter-bank bond market Bilateral quotes and valuation data for market member yields.
44. 根据权利要求 32所述的方法, 其特征在于, 所述步骤 E通 过以下处理来确定债券估值数据:  44. The method according to claim 32, wherein the step E determines the bond valuation data by the following processing:
采集债券实际交易数据, 包括: 双边报价、 商业银行拒台报 价、 交易所收盘价、 银行间债券市场结算价;  Collecting actual transaction data of bonds, including: bilateral quotation, commercial bank refusal to quote, exchange closing price, and interbank bond market settlement price;
对上述采集的数据依据利用所述收益率曲线获得的估值数据进 行异常价格分析, 对于经过异常价格分析后质量好的价格, 首先选 取双边报价, 其次为银行间债券市场结算价、 交易所收盘价, 最后 若无报价和交易结算价格, 则直接取自估值数据, 对于跨流通市场 的债券价格处理, 分别取各自的结算价和各个市场的流通托管量; 其中, 所述双边报价包括商业银行拒台报价, 对于所述银行间 债券市场结算价取日终加权平均结算价格, 对于所述交易所收盘价 取日终收盘价。  The data collected above is subjected to abnormal price analysis based on the valuation data obtained by using the yield curve. For the price with good quality after abnormal price analysis, the bilateral quotation is first selected, followed by the settlement price of the inter-bank bond market and the closing of the exchange. Price, if there is no quotation and transaction settlement price, it is directly taken from the valuation data. For the bond price processing across the circulation market, the respective settlement price and the circulation custody amount of each market are taken respectively; wherein the bilateral quotation includes commercial The bank rejects the quotation, and the settlement price of the inter-bank bond market is taken as the end-of-day weighted average settlement price, and the closing price of the exchange is taken as the closing price of the day.
45. 根据权利要求 32 所述的方法, 其特征在于, 在相对于利用 所述收益率曲线获得的估值数据进行异常价格分析的处理中, 定义 用于进行债券指数计算的异常价格偏差比例, 用于剔除异常价格, 其中所述偏差比例设定为双边报价、 结算价、 柜台价格、 交易所收 盘价格分别与估值数据之间的比例。  45. The method according to claim 32, wherein in the process of performing an abnormal price analysis with respect to the estimated data obtained by using the yield curve, an abnormal price deviation ratio for calculating the bond index is defined, It is used to eliminate the abnormal price, wherein the deviation ratio is set as the ratio between the bilateral quotation, the settlement price, the counter price, and the closing price of the exchange and the valuation data.
46. 根据权利要求 32 所述的系统, 其特征在于, 所述债券指数 包括: 总指数、 成份指数、 定制指数、 成员持仓指数。  46. The system of claim 32, wherein the bond index comprises: a total index, a component index, a custom index, and a member position index.
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