TW201403525A - An evaluation method for security values, a method for portfolio process to construct the portfolio and a computer program product thereof for storing security information processing program - Google Patents

An evaluation method for security values, a method for portfolio process to construct the portfolio and a computer program product thereof for storing security information processing program Download PDF

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TW201403525A
TW201403525A TW101125327A TW101125327A TW201403525A TW 201403525 A TW201403525 A TW 201403525A TW 101125327 A TW101125327 A TW 101125327A TW 101125327 A TW101125327 A TW 101125327A TW 201403525 A TW201403525 A TW 201403525A
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TWI470570B (en
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Kuo-Tsai Hu
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Abstract

The present invention relates to a method and computer program product for quantitative analysis of security value according to expected annualized return based on available accounting and transaction data. Additionally the present invention provides a novel investment structure to select securities from a pre-selected universe of securities, as well as the investment portfolio is weighted according to the expected annualized return. At last the method and the computer program product of the present technology creates an index with a predetermined number of securities based on expected annualized return, and use expected annualized return to allocate the weigh of the securities in the index. Once the index is built, it may be used as a basis to manage securities for a portfolio at least.

Description

證券之投資價值評估方法、處理投資組合之方法、以及建構指數之方法與內儲證券資訊處理程式的電腦程式產品 Method of valuation of investment value of securities, method of processing portfolio, method of constructing index and computer program product of information processing program of internal reserve securities

本發明係與證券投資有關,尤其是證券投資價值的量化評估,更特別地是與指數及投資組合的建構及管理有關。 The present invention relates to securities investment, in particular to the quantitative assessment of the value of securities investment, and more particularly to the construction and management of indices and portfolios.

證券投資有兩大發展方向,一是「效率市場假說」,其假設證券市場極具效率性,根據目前所有可得的資訊,證券的市場價格會等於其公平價值,是近代財務投資的重要理論基礎之一,也是市值加權指數的核心思想。但是這種理論卻和現實市場情況時常發生矛盾,例如2008年的金融大海嘯;並且如果效率市場成立,就不可能發生買高賣低的投資行為。 There are two major development directions for securities investment. One is the “efficiency market hypothesis”, which assumes that the securities market is highly efficient. According to all available information, the market price of securities will equal its fair value, which is an important theory of modern financial investment. One of the foundations is also the core idea of the market capitalization weighted index. However, this theory often contradicts the real market situation, such as the financial tsunami in 2008; and if the efficiency market is established, it is impossible to buy high and low investment behavior.

價值投資為證券投資之另外一種發展方向,其基本策略是利用證券價格與公司價值的背離,以低於證券內在價值的折扣價格買入證券,在證券價格上漲後以相當於或高於價值的價格賣出,從而獲取投資報酬。 Value investment is another development direction of securities investment. The basic strategy is to use the deviation of the price of securities from the value of the company to buy securities at a discount price lower than the intrinsic value of the securities. After the price of the securities rises, the value is equal to or higher than the value. The price is sold to get the return on investment.

證券價值評估是價值投資的前提和核心,也是一個懸而未解之投資難題。投資者在找到具有長期競爭優勢的公司後,必須設法量化評估公司的內在價值,和該公司所發行之證券的市場價格進行比較,進一步需要比較證券之間的相對價值,做為建立投資部位與權重配置的取捨準則。 The valuation of securities is the premise and core of value investment, and it is also an unsolved investment problem. After finding a company with long-term competitive advantage, investors must try to quantitatively evaluate the intrinsic value of the company and compare it with the market price of the securities issued by the company. Further, it is necessary to compare the relative value between the securities as the investment location. The trade-off criteria for weight assignment.

公司內在價值的分析非常重要,為評估證券的相對吸引力提供一個重要的理性判斷基準,是一種有事實根據(例如股東權益、淨利、現金股息等)的價值,完全有別於容易受到人為操縱和心理因素影響的市場價格。 The analysis of the intrinsic value of a company is very important. It provides an important basis for rational judgment in assessing the relative attractiveness of securities. It is a value based on facts (such as shareholders' equity, net profit, cash dividends, etc.) and is completely different from being susceptible to human manipulation. And market prices affected by psychological factors.

理論上最廣受認同的價值評估架構是1942年威廉姆斯(John Burr Williams)提出的現金流量折現模型:任何股票、債券或其他型式證券的價值,單純取決於發行該證券之企業在整個存續期間預期能夠產生的現金流量折現值。但是實務上要評估數十年的公司淨現金流量卻是滯礙難行,如經濟學家凱因 斯所言:「長期而言我們都不在世上了」。 The most widely accepted valuation framework in theory is the discounted cash flow model proposed by John Burr Williams in 1942: the value of any stock, bond or other type of security depends solely on the company that issued the securities. The discounted cash flow expected to be generated during the lifetime. But in practice, it is difficult to assess the company’s net cash flow for decades, such as the economist Kain. Sri Lanka said: "In the long run, we are not in the world."

實務界為了解決證券價值評估的可行性與即時性,陸續發展出許多評估方法,單一指標之使用有以偏蓋全之憾(例如只重視本益比、股價淨值比、股價營收比、股息殖利率、資本報酬率、或股東權益報酬率),單一財務報表之資料則使分析效果失之片斷(例如只參考最近一年或最近一季的資料),而僅考慮公司未來發展的預估數字則無法具體呈現證券之投資價值(例如預估本益比、預估盈餘成長率、預估營收成長率、本益比除以每股盈餘預期成長率)。 In order to solve the feasibility and immediacy of the valuation of securities, the practice community has developed a number of evaluation methods. The use of a single indicator has a partial bias (for example, only paying attention to the P/E ratio, the stock price ratio, the stock price ratio, and the dividend). Yield, return on capital, or return on equity. The data in a single financial statement is a missing piece of analysis (for example, only the data of the most recent year or the most recent quarter), but only the estimated future development of the company. It is not possible to specifically present the investment value of the securities (such as the estimated P/E ratio, the estimated earnings growth rate, the estimated revenue growth rate, and the P/E ratio divided by the expected earnings growth rate per share).

而且,證券價值的評估模型愈複雜或評估要素愈多,愈容易差之毫釐而失之千里。如何以簡馭繁,可以在無數個價值變數中利用相對重要的關鍵要素來評估證券的投資價值,也是投資者所要面對的重要投資課題。 Moreover, the more complex the evaluation model of the value of the securities or the more evaluation factors, the easier it is to make a difference and lose a lot. How to use the relatively important key factors to evaluate the investment value of securities in a myriad of value variables is also an important investment issue for investors.

另一方面,證券價值的量化計算,有助於判斷證券的投資價值並評估證券之間的相對價值,但是證券價值的精確性卻非必要,因為大致的正確估計,遠勝於精確的錯誤計算。畢竟投資目的只在於能夠買進物超所值的證券標的,或在管理證券組合時能提高整體獲利績效。 On the other hand, the quantitative calculation of the value of securities helps to judge the investment value of securities and evaluate the relative value between securities, but the accuracy of the value of securities is not necessary, because the roughly correct estimate is far better than the accurate error calculation. . After all, the purpose of the investment is only to be able to buy the value of the securities that are worth the money, or to improve the overall profitability when managing the portfolio.

目前市場中卻缺乏一種有系統的量化投資方法與健全投資架構,可以彰顯公司長期經營績效與未來增值潛力,並且可以化繁為簡以少數關鍵因素來具體化投資的預期報酬。 At present, there is a lack of a systematic quantitative investment method and a sound investment structure in the market, which can highlight the company's long-term business performance and future value-added potential, and can be used to simplify the expected return of investment with a few key factors.

法人投資機構的投資組合管理方法有兩種選擇,一種為主動式投資,係針對各別證券之投資價值作評估以決定加碼買進或減碼賣出;另一種則為被動式投資,也稱為指數投資法,係追蹤一特定的指數以調整證券的持股部位。 There are two options for the portfolio management method of a corporate investment institution. One is active investment, which is an evaluation of the investment value of each securities to determine the over-buy or under-selling; the other is passive investment, also known as The index investment method tracks a specific index to adjust the shareholding position of the securities.

就被動式投資組合管理而言,數以兆計的資金投資在市值權重指數,或以市值權重指數為基準。尤其是指數股票型基金(ETF,Exchange Traded Funds)的規模至2011年底已經超過1.2兆美元,最常提及的指數為利用成分股所產生的市值加權指數(例如臺灣五十指數或標準普爾500指數),成分股的市 值增加時,在指數中所占的權重也隨之升高;而當市值減少時所占的權重則隨之降低。市值加權指數是建立在效率市場的基礎上,導致的癥結問題會造成,股價偏高的成分股因為在指數中所占的權重升高而被過度加碼,反之,股價偏低的成分股則因為在指數中所占的權重降低而被過度減碼,因此,會導致投資組合報酬率會有績效被拉低的情形,同時在投機泡沫行情或恐慌性空頭市場中造成追高殺低的結果,從而增強證券市場的群集行為。高股息指數(例如臺灣高股息指數)則是市值加權指數之外,另一受到青睞的指數形成方式,但是高股息不一定代表高報酬,高股息指數的形成僅來自於對預期現金股利配發的多寡,使得追蹤高股息指數之被動式投資組合管理未能考慮到潛在資本利得所帶來的投資報酬。 In the case of passive portfolio management, tens of trillions of capital is invested in the market value weighting index or based on the market value weighting index. In particular, the scale of ETFs (Exchange Traded Funds) has exceeded 1.2 trillion US dollars by the end of 2011. The most frequently mentioned index is the market capitalization weighted index generated by using constituent stocks (such as Taiwan Fifty Index or Standard & Poor's 500). Index), the city of constituent stocks As the value increases, the weight in the index increases, and as the market value decreases, the weight decreases. The market capitalization weighted index is based on the efficiency market. The resulting problem will cause the stocks with high stock prices to be overweighted because of the weight of the index. Otherwise, the stocks with low stock prices are because The weight of the index is reduced and over-subtracted. As a result, the return on the portfolio will be degraded, and at the same time, the result of chasing high and low in the speculative bubble market or panic short market. Thereby enhancing the cluster behavior of the securities market. High dividend indices (such as Taiwan's high dividend index) are another form of index formation that is favored in addition to the market capitalization index, but high dividends do not necessarily represent high returns. The formation of high dividend indices only comes from the distribution of expected cash dividends. The amount of passive portfolio management that tracks high dividend indices fails to take into account the return on investment from potential capital gains.

因此投資者需要一種可以兼顧資本利得與現金股息的投資組合及其管理方法,藉以避免利用高股息指數管理投資組合而產生以偏概全的情況,並且排除利用市值加權指數管理投資組合而造成追高殺低的弊病。 Therefore, investors need a portfolio that can balance capital gains and cash dividends and its management methods, in order to avoid the use of high dividend index management portfolio to generate a partial bias, and exclude the use of market value-weighted index management portfolio to cause chasing High killing low ills.

本案發明人鑑於上述習知證券投資方法的各項缺點與問題,乃亟思加以改良創新,俾令投資者能兼具客觀性及整合性地進行證券之投資價值評估。 In view of the shortcomings and problems of the above-mentioned conventional securities investment methods, the inventors of the present invention have improved and innovated, so that investors can objectively and comprehensively evaluate the investment value of securities.

有鑑於上述習知技術之問題,本發明之目的在於提供一種能夠鑑往知來的證券投資價值評估方法,可以彰顯公司長期經營績效與未來增值潛力,並且可以化繁為簡以少數關鍵因素來具體化投資的預期報酬,投資者可藉以進行理性投資決策,以降低投資風險。 In view of the above problems of the prior art, the object of the present invention is to provide a method for evaluating the value of securities investment that can be learned from the past, which can demonstrate the long-term business performance and future value-added potential of the company, and can be simplified to a few key factors. The expected return on the specific investment, investors can make rational investment decisions to reduce investment risks.

為達成上述目的,本發明提供一種證券之投資價值評估方法,係用於量化一證券之投資價值,其包括下述步驟:設定評估日,依據證券在該評估日前之複數歷史年度之財務會計資料,以產生價值因子;價值因子可包括平均股東權益報酬率、平均現金股息配發率、基準年度之每股股東權益、和基準年度 之每股盈餘;基準年度係由四個季度所組成,所述的四個季度係由評估日往前起算能取得財務會計資料的連續四個季度;依據價值因子產生基準年度之後複數預估年度之評估因子,評估因子可包括預期每股盈餘、預期每股現金股息、和預期每股股東權益;依據證券之本益比和預期每股盈餘產生最末預估股價;以及依據證券之交易價格、預期每股現金股息、最末預估股價、和複數預估年度之總年數,以輸出預期年化報酬率。 To achieve the above object, the present invention provides a method for evaluating the investment value of a security, which is used for quantifying the investment value of a security, comprising the steps of: setting an evaluation date, based on financial accounting data of the securities in the plural historical year before the evaluation date; To generate a value factor; the value factor may include an average return on equity, an average cash dividend allotment rate, a shareholder's equity per share for the base year, and a base year The earnings per share; the base year consists of four quarters, which are four consecutive quarters from the assessment date to obtain financial accounting information; based on the value factor, the base year after the base year The evaluation factor may include an expected earnings per share, an expected cash dividend per share, and an expected shareholder's equity per share; a final estimated stock price based on the principal-to-earnings ratio of the securities and the expected earnings per share; and a transaction price based on the securities , expected cash dividend per share, the last estimated stock price, and the total number of years in the complex forecast year to output the expected annualized rate of return.

前述財務會計資料可包括股東權益、淨利、以及現金股息。 The aforementioned financial accounting information may include shareholders' equity, net profit, and cash dividends.

財務會計資料亦可包括每股股東權益、每股淨利、以及每股現金股息。 Financial accounting information may also include shareholders' equity, net profit per share, and cash dividend per share.

前述交易價格可為評估日之盤中即時價格或收盤價、評估日前一日之收盤價、或評估日以前複數交易日之收盤價之平均值。 The aforesaid transaction price may be the average of the immediate or closing price in the intraday of the valuation date, the closing price of the day before the valuation date, or the closing price of the multiple trading days before the valuation date.

為減輕單一年度財務會計資料之異常數據對證券投資價值的判斷造成影響,前述複數歷史年度之年數可為至少5年;另一方面,為了避免市場波動對企業未來價值評估的影響,複數預估年度之年數可為至少3年。 In order to mitigate the impact of abnormal data of a single annual financial accounting data on the judgment of the value of securities investment, the number of years in the above plural historical year may be at least 5 years; on the other hand, in order to avoid the impact of market volatility on the future value assessment of enterprises, the plural The estimated number of years can be at least 3 years.

前述平均股東權益報酬率可為評估日之前複數歷史年度之股東權益報酬率之平均值。 The aforesaid average return on equity may be the average of the return on equity of the historical year prior to the date of assessment.

前述平均現金股息配發率可為評估日之前複數歷史年度之現金股息配發率之平均值。 The aforesaid average cash dividend allotment rate may be the average of the cash dividend allotment rates for the historical year prior to the assessment date.

前述本益比可為基準年度之本益比、或評估日之前複數歷史年度之本益比之平均值、或預設之數值。 The aforesaid P/E ratio may be the P/E ratio of the base year, or the average of the P/E ratio of the historical year prior to the assessment date, or a preset value.

另外,本發明另一目的在於提供一種處理投資組合之方法,能夠兼顧對證券的內在價值與證券之間的相對價值進行量化評估,以建構健全的投資架構或修正投資者原有的投資組合,並能避免追高殺低的不理性投資行為。 In addition, another object of the present invention is to provide a method for processing a portfolio that can balance the intrinsic value of securities with the relative value of securities to construct a sound investment structure or modify an investor's original investment portfolio. And can avoid chasing high and low irrational investment behavior.

上述本發明的處理投資組合之方法,係用於建構或修正投資組合,其包括下述步驟:選擇複數預選證券,設定評估日,並且收集各預選證券之證券資料,證券資料包括評估日以前之 財務會計資料、本益比、和交易價格;預選證券可為投資者由交易市場自行挑選的證券,亦可為構成特定指數或基金的成份證券;評估日可為執行本發明處理投資組合之方法的當日或之前任一日;財務會計資料可包括評估日之前複數歷史年度之股東權益、淨利、以及現金股息;財務會計資料亦可包括評估日之前複數歷史年度之每股股東權益、每股淨利、以及每股現金股息;其中,歷史年度為評估日之前可取得證券相關財務會計資料之年度,複數歷史年度之年數可為至少3年;依據各預選證券之財務會計資料分別產生各預選證券之價值因子,價值因子可包括平均股東權益報酬率、平均現金股利配發率、基準年度之每股股東權益、和基準年度之每股盈餘;其中,基準年度係由四個季度所組成,所述的四個季度係由評估日往前起算能取得該財務會計資料的連續四個季度;依據各預選證券之價值因子分別產生基準年度之後複數預估年度之評估因子,評估因子可包括預期每股盈餘、預期每股現金股息、和預期每股股東權益;其中,複數預估年度之年數可為至少2年;依據各預選證券之本益比和預期每股盈餘分別產生最末預估股價;依據各預選證券之交易價格、預期每股現金股息、最末預估股價、和複數預估年度之總年數,分別輸出各預選證券之預期年化報酬率;以及依據各預選證券之預期年化報酬率做為各預選證券配置權重以建構或修正該投資組合;預期年化報酬率與所配置之權重呈正相關。 The method for processing a portfolio of the present invention described above is for constructing or modifying a portfolio, comprising the steps of: selecting a plurality of pre-selected securities, setting an evaluation date, and collecting securities information of each pre-selected securities, the securities data including the evaluation date Financial accounting information, price-earnings ratio, and transaction price; pre-selected securities may be securities selected by the investor from the trading market, or may be constituent securities of a particular index or fund; the evaluation date may be a method for processing the investment portfolio by the present invention. On or before the date; financial accounting information may include shareholders' equity, net profit, and cash dividends for the historical year prior to the date of assessment; financial accounting information may also include shareholders' equity and earnings per share for the historical year prior to the date of assessment. And the cash dividend per share; wherein the historical year is the year in which the securities related financial information can be obtained before the assessment date, and the number of years in the plural historical year may be at least 3 years; each pre-selected securities are generated based on the financial accounting data of each pre-selected securities. The value factor, the value factor may include the average return on equity, the average cash dividend allotment rate, the shareholder's equity per share for the base year, and the earnings per share for the base year; wherein the base year consists of four quarters. The four quarters mentioned are calculated from the evaluation date to obtain the financial accounting information. For four consecutive quarters; based on the value factors of each pre-selected securities, respectively, the evaluation factors for the multiple-years after the base year are generated. The evaluation factors may include expected earnings per share, expected cash dividend per share, and expected shareholder equity per share; The estimated annual number of years may be at least 2 years; the lowest estimated share price is generated based on the P/E ratio of each pre-selected securities and the expected earnings per share; based on the transaction price of each pre-selected securities, the expected cash dividend per share, and the last Estimating the stock price, and the total number of years in the complex forecast year, respectively outputting the expected annualized return rate of each pre-selected securities; and assigning weights to each pre-selected securities according to the expected annualized return rate of each pre-selected securities to construct or modify the portfolio The expected annualized rate of return is positively correlated with the assigned weight.

前述預選證券之企業財務體質可為投資者是否進行投資的決策要素,因此,前述依據各預選證券之財務會計資料分別產生各預選證券之價值因子的步驟與前述依據各預選證券之價值因子分別產生基準年度之後複數預估年度之評估因子的步驟之間可包括將價值因子不符合價值條件之各預選證券剔除的步驟,其中,價值條件可包括:平均股東權益報酬率大於第一預設數值;第一預設值可大於或等於零。 The financial quality of the aforementioned pre-selected securities may be the decision-making factor of whether the investor makes an investment. Therefore, the steps of generating the value factors of each pre-selected securities based on the financial accounting materials of the pre-selected securities respectively are generated separately from the aforementioned value factors according to the pre-selected securities. The step of evaluating the evaluation factors of the plurality of estimated years after the base year may include the step of rejecting each pre-selected securities whose value factors do not meet the value condition, wherein the value condition may include: the average return on equity is greater than the first predetermined value; The first preset value may be greater than or equal to zero.

前述預選證券之預期年化報酬率可為投資者是否將預選 證券列入投資組合的決策要素,因此,前述步驟輸出各預選證券之預期年化報酬率與前述建構或修正該投資組合的步驟之間可包括將預期年化報酬率不符合報酬條件之各預選證券剔除的步驟;其中,報酬條件可包括:預期年化報酬率大於第二預設數值;第二預設值可大於或等於零。藉由剔除投資報酬潛力較差之預選證券,去蕪存菁以提升修正後投資組合之投資績效。 The expected annualized return rate of the aforementioned pre-selected securities may be whether the investor will pre-select The securities are included in the decision-making elements of the investment portfolio. Therefore, the foregoing steps of outputting the expected annualized return rate of each pre-selected securities and the aforementioned steps of constructing or modifying the investment portfolio may include pre-selection of the expected annualized return rate that does not meet the remuneration conditions. The step of eliminating the securities; wherein the reward condition may include: the expected annualized rate of return is greater than a second predetermined value; and the second predetermined value may be greater than or equal to zero. By eliminating pre-selected securities with poor investment return potential, we will improve the investment performance of the revised portfolio.

在上述處理投資組合之方法中,本益比可為基準年度之本益比、評估日之前複數歷史年度之本益比之平均值、或預設之數值;交易價格可為評估日之收盤價、評估日前一日之收盤價、或評估日以前複數交易日之收盤價之平均值。 In the above method of processing a portfolio, the P/E ratio may be the P/E ratio of the base year, the average of the P/E ratio of the historical year before the assessment date, or a preset value; the transaction price may be the closing price of the valuation date. The average of the closing price of the day before the valuation date or the closing price of the multiple trading days before the valuation date.

再者,本發明再一目的在於提供一種建構指數之方法,藉由兼顧資本利得與現金股息的預期年化報酬率來建構指數,一方面可彌補高股息指數未考慮資本利得的不足,另一方面也避免市值加權指數對價格高估之證券過度加權與對價格低估之證券加權不足的問題;同時以預期年化報酬率所選擇之指數成分股之替換與權重配置,具有客觀、透明與可複製之特性,利於機構法人投資組合之調整,適合作為指數股票型基金、指數連動型商品之追蹤標的。 Furthermore, it is still another object of the present invention to provide a method for constructing an index by constructing an index by taking into account the expected annualized return rate of capital gains and cash dividends, on the one hand making up for the high dividend yield without considering capital gains, and It also avoids the problem that the market value-weighted index overweights the overvalued securities and the underweight of the undervalued securities; at the same time, the replacement and weight allocation of the index constituents selected by the expected annualized return rate is objective, transparent and The characteristics of the copy are beneficial to the adjustment of the institutional corporate portfolio, and are suitable as tracking targets for index stock funds and index linked products.

上述本發明的建構指數之方法,係用於建構具有預定數目證券之指數,其包括下述步驟:選擇複數證券,所選擇之證券數目可大於或等於所述預定數目;設定評估日,收集各證券之證券資料,證券資料可包括:該評估日以前之財務會計資料、本益比、和交易價格;財務會計資料可包括:該評估日之前複數歷史年度之股東權益、淨利、和現金股息,其中,評估日可為執行本發明建構指數之方法的當日或之前任一日,複數歷史年度之年數可為至少5年;交易價格可為評估日之收盤價、評估日前一天之收盤價、或評估日以前複數交易日之收盤價之平均值;依據所選擇證券之財務會計資料分別產生價值因子,價值因子可包括:平均股東權益報酬率、平均現金股利配發率、 基準年度之每股股東權益、和基準年度之每股盈餘;其中,基準年度係由四個季度所組成,所述的四個季度係由評估日往前起算能取得財務會計資料的連續四個季度;依據各證券之價值因子,分別產生各證券於基準年度之後複數預估年度之評估因子,其中,該評估因子可包括複數預估年度之預期每股盈餘、預期每股現金股息、和預期每股股東權益;其中,複數預估年度之年數可為至少3年;依據各證券之預期每股盈餘與本益比分別產生複數預估年度之最末預估股價;依據各證券之交易價格、最末預估股價、預期每股現金股息、和複數預估年度之總年數,以輸出各該證券之預期年化報酬率;依據預期年化報酬率可由大至小挑選該證券作為指數的成份證券,所挑選的證券數目等於前述預定數目;利用各成份證券之預期年化報酬率來加權各成份證券以配置權重予各成份證券,預期年化報酬率與所配置之權重呈正相關;所述加權可包括:各成份證券所配置之權重不超過一預定值;所述加權復可包括:利用各成份證券於複數歷史年度中的股東權益報酬率之標準差修正成份證券之權重;標準差與所配置之權重呈負相關。 The method for constructing an index of the present invention is for constructing an index having a predetermined number of securities, comprising the steps of: selecting a plurality of securities, the number of selected securities may be greater than or equal to the predetermined number; setting an evaluation date, collecting each The securities information of securities, which may include: financial accounting information, price-earnings ratio, and transaction price before the date of assessment; financial accounting information may include: shareholders' equity, net profit, and cash dividends for the historical year prior to the date of assessment, Wherein, the evaluation date may be any day on or before the method of constructing the index of the present invention, and the number of years in the plural historical year may be at least 5 years; the transaction price may be the closing price of the evaluation date, the closing price of the day before the evaluation date, Or the average of the closing prices on the multiple trading days before the valuation date; the value factors are generated based on the financial accounting data of the selected securities. The value factors may include: average return on equity, average cash dividend allotment rate, The shareholder's equity per share for the base year and the earnings per share for the base year; wherein the base year consists of four quarters, which are four consecutive quarters from the assessment date to obtain financial accounting information. Quarterly; based on the value factors of each security, the valuation factors of each securities in the multiple estimated years after the base year are respectively generated, wherein the evaluation factors may include the expected earnings per share for the forecast year, the expected cash dividend per share, and the expected Shareholders' equity per share; wherein the number of years in the forecast year may be at least 3 years; the expected share price per share of the respective stocks based on the expected earnings per share and the price-to-earnings ratio of each of the securities; The price, the last estimated stock price, the expected cash dividend per share, and the total number of years in the complex forecast year to output the expected annualized return rate of each of the securities; the securities can be selected from large to small based on the expected annualized rate of return. The constituent securities of the index, the number of selected securities is equal to the aforementioned predetermined number; the expected annualized return rate of each component of the securities is used to weight each component of the securities to be configured The weighting is given to each component of the securities, and the expected annualized rate of return is positively correlated with the configured weight; the weighting may include: the weight of each component of the securities is not more than a predetermined value; and the weighting may include: using each component of the securities The standard deviation of the return on equity in the plural historical year corrects the weight of the constituent securities; the standard deviation is inversely related to the assigned weight.

選擇用以構成指數之成份證券之企業財務體質可為投資者是否進行投資的決策要素,因此,前述依據所選擇證券之財務會計資料分別產生價值因子的步驟與前述依據各證券的價值因子間可包括將價值因子不符合價值條件之各證券剔除的步驟;其中,價值條件可為平均股東權益報酬率大於一預設值;而所述預設值可大於或等於零。 The financial physique of the enterprise that selects the constituent securities of the index may be the decision-making factor of whether the investor makes an investment. Therefore, the foregoing steps of generating the value factor based on the financial accounting data of the selected securities may be between the above-mentioned value factors of each securities. The method includes the steps of rejecting each of the securities whose value factors do not meet the value condition; wherein the value condition may be that the average return on equity is greater than a preset value; and the preset value may be greater than or equal to zero.

前述本益比可為基準年度之本益比、評估日之前複數歷史年度之本益比之平均值、或預設之數值。 The aforesaid P/E ratio may be the P/E ratio of the base year, the average of the P/E ratio of the historical year prior to the assessment date, or a preset value.

前述本發明的建構指數之方法中,復可包括定期重新建構該指數;該定期可為每月、每季、或每年。 In the foregoing method of constructing an index of the present invention, the re-integration includes periodically re-constructing the index; the periodicity may be monthly, quarterly, or yearly.

此外,補充說明的是,前述證券之投資價值評估方法、處理投資組合之方法、以及建構指數之方法可透過內儲證券資訊處理程式之電腦程式產品予以實現,前述電腦程式產品例如是 電腦、網路伺服器(例如雲端設備)、或移動式裝置(例如手機)等之電子設備或儲存媒體等,投資者透過前述電子設備執行其內儲的該證券資訊處理程式、或透過任一種可讀取該儲存媒體所儲存的該證券資訊處理程式的電子裝置在其執行該程式後,藉以實現前述本發明之各種方法。前述本發明之各種方法亦可予以實現於特定的資料處理系統中。 In addition, it is added that the method of evaluating the investment value of the aforementioned securities, the method of processing the investment portfolio, and the method of constructing the index can be realized by the computer program product of the internal storage securities information processing program, for example, the computer program product is An electronic device or storage medium such as a computer, a network server (such as a cloud device), or a mobile device (such as a mobile phone), etc., the investor executes the stored securities information processing program through the aforementioned electronic device, or through any one of The electronic device that can read the securities information processing program stored in the storage medium implements the various methods of the present invention described above after executing the program. The various methods of the invention described above can also be implemented in a particular data processing system.

綜上所述,由本發明的證券之投資價值評估方法、處理投資組合之方法、以及建構指數之方法與內儲證券資訊處理程式的電腦程式產品可知,本發明利用預期年化報酬率量化證券的投資價值,以做為是否納入投資組合的取捨準則;同時以預期年化報酬率評比證券之間的相對價值以決定複數證券在投資組合中的權重配置與買進部位。本發明亦能應用於現存投資組合的修正改良參考。因此,相較於現有的證券投資價值評估方法,本發明利用股東權益報酬率、現金股息配發率、基準年度之每股股東權益、以及每股現金股息作為建構健全投資架構的共同價值因子,而非僅將其視為各自獨立的單一指標,不但減少以偏蓋全之憾,也能達到以簡馭繁之功效;而建立對該企業未來表視的評估因子,也是藉由與企業長期經營績效相關的歷史財務會計資料所建立的價值因子而得,避免投資者過度樂觀預期而造成投資失利;最後加入交易價格與本益比以產出預期年化報酬率,不但可以量化證券的投資價值,也能評估證券之間的相對價值,藉以作為投資決策與投資紀律的理性判斷準則。 In summary, the method for evaluating the investment value of the securities of the present invention, the method for processing the investment portfolio, and the method for constructing the index and the computer program product of the internal securities processing program can be used to quantify the securities using the expected annualized return rate. The value of the investment is used as a trade-off criterion for whether or not to include the portfolio; and the relative value between the securities is evaluated at the expected annualized rate of return to determine the weight allocation and purchase position of the plurality of securities in the portfolio. The invention can also be applied to a modified and improved reference to existing portfolios. Therefore, the present invention utilizes the return on equity, the cash dividend payout ratio, the shareholder's equity per share in the base year, and the cash dividend per share as a common value factor for constructing a sound investment structure, compared to the existing valuation method of securities investment value. Rather than treating it as a single independent indicator, it not only reduces the overall regret, but also achieves the effect of simplicity and complexity. The establishment of the evaluation factor for the future of the company is also based on long-term operation with the company. Performance-related historical financial accounting data to establish the value factor, to avoid investors' excessive optimistic expectations and cause investment losses; finally join the transaction price and the P/E ratio to produce the expected annualized return rate, not only can quantify the investment value of securities It can also assess the relative value of securities as a rational criterion for investment decisions and investment discipline.

以下係藉由特定的具體實施例說明本發明之技術內容,熟悉此技術之人士可由本說明書所揭示之內容輕易地了解本發明之其他優點與功效。本發明亦可藉由其他不同的具體實施例加以施行或應用。本說明書中的各項細節亦可基於不同觀點與應用,在不悖離本發明之精神下,進行各種修飾與變更。 The technical contents of the present invention are described below by way of specific embodiments, and those skilled in the art can easily understand other advantages and effects of the present invention from the disclosure of the present specification. The invention may also be embodied or applied by other different embodiments. The details of the present invention can be variously modified and changed without departing from the spirit and scope of the invention.

本發明所述的證券可包括股票、指數股票型基金、共同基 金、或其它具有財務會計資料可供參考利用之金融商品。本發明所述之公司或企業係一廣義概念,例如股票之發行公司、指數股票型基金中投資標的股票之發行公司、以及共同基金中投資標的股票之發行公司。本發明所述之財務會計資料可由發行公司之財務報表直接取得或計算產生,財務報表可為季報、半年報、或年報。實施方式所述之年度不限於日曆年度或公司營運之會計年度,係指由連續四個季度所構成之年度,年度與年度之間不具有重疊的季度,且相鄰接兩個年度內各具有一季度得以與另一年度內之一季度相鄰接。本發明所述之盈餘與淨利具有實質相同的意義,都意指公司或企業之獲利。 The securities of the present invention may include stocks, index stock funds, and common foundations. Gold, or other financial products with financial accounting information available for reference. The company or enterprise described in the present invention is a broad concept, such as a stock issue company, an issue company of an index stock fund in which an underlying stock is invested, and a issuer of a stock underlying stock in a mutual fund. The financial accounting materials described in the present invention may be directly obtained or calculated by the financial statements of the issuing company, and the financial statements may be quarterly reports, semi-annual reports, or annual reports. The year described in the embodiment is not limited to the calendar year or the fiscal year of the company's operation. It refers to the year consisting of four consecutive quarters. There is no overlapping quarter between the year and the year, and each has two adjacent years. The first quarter was able to be adjacent to one of the other quarters. The surplus and net profit described in the present invention have substantially the same meaning, and both mean the profit of the company or the enterprise.

本發明對證券之投資價值評估方式作改良,以改善習知評估方法之缺點。請參閱圖1,係本發明之證券之投資價值評估方法的流程圖,如圖1所示,為了量化待評估證券之投資價值,在步驟S101中,可設定應用本發明證券價值之評估方法的執行日作為評估日,由於一個年度係由四個連續季度所構成,由評估日往前起算,以能夠取得財務會計資料之最近四個連續季度作為基準年度Y0,自基準年度Y0開始,往前搜集複數m+1年度(此後稱為歷史年度)Y0、Y-1、...、Y-(m-1)、Y-m(歷史年度符號係由後往前標示)之股東權益EQUITY0至EQUITY-m、淨利EARNING0至EARNING-m、和現金股息CD0至CD-m等財務會計資料,以產生用於評估公司財務體質之價值因子,其中基準年度Y0即歷史年度Y0,所述淨利為稅後淨利、稅前淨利或稅前息前淨利。 The present invention improves the way in which the investment value of securities is evaluated to improve the shortcomings of the conventional valuation method. Please refer to FIG. 1 , which is a flowchart of a method for evaluating the investment value of a security of the present invention. As shown in FIG. 1 , in order to quantify the investment value of the securities to be evaluated, in step S101 , an evaluation method for applying the value of the securities of the present invention may be set. The execution date is used as the evaluation date. Since one year consists of four consecutive quarters, starting from the evaluation date, the last four consecutive quarters in which financial accounting information can be obtained are used as the base year Y 0 , starting from the base year Y 0 . Go forward to collect the shareholders of the plural m+1 years (hereinafter referred to as the historical year) Y 0 , Y -1 , ..., Y - (m-1) , Y - m (historical annual symbol is marked by the back) Equity EQUITY 0 to EQUITY -m , net profit EARNING 0 to EARNING -m , and cash dividends CD 0 to CD -m and other financial accounting materials to generate a value factor for assessing the company's financial physique, where the base year Y 0 is the historical year Y 0 , the net profit is net profit after tax, net profit before tax or net profit before tax.

由上述證券之複數歷史年度之財務會計資料所產生的價值因子包括平均股東權益報酬率ROEAVG、平均現金股息配發率CDERAVG、基準年度Y0之每股股東權益BVPS0、和基準年度Y0之每股盈餘EPS0The value factors resulting from the financial accounting information for the historical year of the above securities include the average return on equity ROEAVG, the average cash dividend payout ratio CDERAVG, the base year Y 0 per shareholder equity BVPS 0 , and the base year Y 0 earnings per share EPS 0.

在一實施例,為避免景氣循環或異常年度表現對財務會計資料所造成之影響,該歷史年度之年數m+1可為至少5年,亦即m可至少為4。 In an embodiment, in order to avoid the impact of the economic cycle or abnormal annual performance on the financial accounting data, the number of years m+1 of the historical year may be at least 5 years, that is, m may be at least 4.

股東權益報酬率代表公司運用股東投入資本的經營效率,一年度之股東權益報酬率係當年度淨利除以前一年度股東權益;在一實施例中,年度淨利為該年度之連續四個季度可取得季報之稅後淨利加總;並且股東權益為該年度之連續四個季度之最後一季季報之股東權益淨額。平均股東權益報酬率之示例性計算如下所示: 一年度之現金股息配發率係當年度配發之現金股息除以前一年度之淨利,由各歷史年度的現金股息配發率可以看出公司將獲利以現金方式回饋股東的穩定程度;平均現金股息配發率之示例性計算如下所示: The return on equity represents the operating efficiency of the company's investment in the capital invested by the shareholders. The annual return on equity is the net profit of the year except for the previous year's shareholders'equity; in one embodiment, the annual net profit is available for four consecutive quarters of the year. The net profit after taxation for the quarterly report is added to the total; and the shareholders' equity is the net amount of shareholders' equity for the last quarter of the four consecutive quarters of the year. An exemplary calculation of the average return on equity is as follows: The annual cash dividend distribution rate is the net dividend distributed in the year, except for the net profit of the previous year. The cash dividend distribution rate of each historical year shows the stability of the company's profitability in cash to shareholders. An exemplary calculation of the cash dividend payout ratio is as follows:

基準年度Y0之每股盈餘EPS0係基準年度Y0之淨利除以基準年度Y0之發行股數,代表每個股份的獲利能力,使不同證券可在相同的基礎上作獲利能力的比較。該基準年度每股盈餘可為基本每股盈餘或稀釋每股盈餘。 The base year Y 0 of 0 EPS base line earnings per share for the year Y 0 net profit divided by the number of shares outstanding base year Y 0, the profitability of each of the shares on behalf of, the securities can be used for different profitability on the same basis Comparison. The base year earnings per share can be a basic earnings per share or a diluted earnings per share.

在一實施例中EPS0為基本每股盈餘,發行股數為基準年度之連續四個季度之最後一季季報可取得之普通股流通在外股數,因盈餘或資本公積轉增資而新增之股份,採追溯調整計算。 In one embodiment, EPS 0 is the basic earnings per share, and the number of issued shares is the number of outstanding shares of common stock that can be obtained in the last quarterly report of four consecutive quarters of the base year, which is added due to the surplus or capital reserve transferred to capital increase. The shares are subject to retrospective adjustment calculations.

在另一實施例中EPS0為稀釋每股盈餘,發行股數為基準年度之連續四個季度之最後一季季報可取得之普通股流通在外股數,因盈餘或資本公積轉增資而新增之股份,採追溯調整計算,並假設所有具稀釋作用之潛在普通股均於該基準年度流通在外以計算稀釋每股盈餘;該潛在普通股包括公司所發行之 可轉換公司債及尚末經股東會決議得進行股票發放之員工分紅屬潛在普通股。 In another embodiment, EPS 0 is a diluted earnings per share, and the number of issued shares is the number of outstanding shares of common stock that can be obtained in the last quarter of the four consecutive quarters of the base year, and is added as a result of surplus or capital reserve to increase capital. The shares are subject to retrospective adjustment calculations and assume that all dilutive potential ordinary shares are traded outside the base year to calculate the diluted earnings per share; the potential common shares include convertible corporate bonds issued by the company and shareholders The employee dividends that will be resolved for stock issuance are potential ordinary shares.

基準年度Y0之每股股東權益BVPS0係基準年度Y0之股東權益除以基準年度Y0之發行股數;代表每個股份所享有的淨值,使不同證券可以在相同的基礎上作淨值的比較。在一實施例中,基準年度之股東權益為該年度最後一季季報可取得之剔除異常項目金額之股東權益淨額。 Shareholders share interests in the base year Y 0 Y 0 of 0 BVPS annual benchmark system 'equity divided by number of shares of the base year Y 0; each represents the net value of the shares enjoyed by the different securities can be made on the same basis on net Comparison. In one embodiment, the shareholder's equity in the base year is the net amount of shareholders' equity that is amortized in the last quarterly report of the year.

各歷史年度Y0至Y-m之財務會計資料亦可包括各歷史年度中可取得年度財務報表之每股股東權益、每股盈餘、以及每股現金股息,其中,所述每股盈餘為每股稅後盈餘、或每股稅前盈餘,所以,在計算價值因子時,一年度之股東權益報酬率係當年度每股盈餘除以前一年度每股股東權益,一年度之現金股息配發率係當年度每股現金股息除以前一年度每股盈餘,基準年度Y0之每股股東權益和每股盈餘可直接由財務會計資料取得而不需重複計算。 The financial accounting information of each historical year Y 0 to Y- m may also include the shareholders' equity, earnings per share and cash dividend per share of the annual financial statements in each historical year, wherein the earnings per share is After-tax surplus, or pre-tax earnings per share, therefore, when calculating the value factor, the annual return on equity is the annual earnings per share divided by the previous year's shareholders' equity, the annual cash dividend allotment rate For the current year's cash dividend per share, except for the previous year's earnings per share, the shareholder's equity and earnings per share of the base year Y 0 can be directly obtained from financial accounting information without double counting.

在步驟S102中,利用價值因子產生基準年度Y0之後複數n年度(此後稱為預估年度)Y1、Y2、...、Yn-1、Yn(預估年度符號係由前往後標示)之評估因子,供投資者預估公司未來的經營績效潛力以衡量投資品質,評估因子包括預期每股盈餘EPS1至EPSn、預期每股現金股息CDPS1至CDPSn、和預期每股股東權益BVPS1至BVPSn,其示例性計算方式如下:預期每股盈餘EPS j =BVPS j-1×ROEAVG,預期每股現金股息CDPS j =EPS j-1×CDERAVG,預期每股股東權益BVPS j =BVPS j-1+EPS j -CDPS j ,其中引數j=1至n,在另一實施例中,如果基準年度之每股盈餘或預估年度之預期每股盈餘為負值,其預期每股現金股息CDPS1至CDPSn 之示例性計算方式如下:預期每股現金股息CDPS j =max,(EPS j-1×CDERAVG ,其中引數j=1至n。 In step S102, the value year is used to generate the reference year Y 0 after the plural n years (hereinafter referred to as the estimated year) Y 1 , Y 2 , ..., Y n-1 , Y n (estimated annual symbol is traveled Post-labeled) evaluation factor for investors to estimate the company's future business performance potential to measure investment quality. The evaluation factors include expected EPS per share EPS 1 to EPS n , expected cash dividend per share CDPS 1 to CDPS n , and expected per Shareholders' equity BVPS 1 to BVPS n are exemplified as follows: Expected earnings per share EPS j = BVPS j -1 × ROEAVG , expected cash dividend per share CDPS j = EPS j -1 × CDERAVG , expected shareholder equity per share BVPS j = BVPS j -1 + EPS j - CDPS j , where the arguments j = 1 to n, in another embodiment, if the earnings per share for the base year or the expected earnings per share for the estimated year is negative, The expected calculation of the expected cash dividend per share CDPS 1 to CDPS n is as follows: expected cash dividend per share CDPS j = max , ( EPS j -1 × CDERAVG , where the arguments j=1 to n.

在一實施例中,為避免金融市場波動對最末預估股價所造成之影響,複數預估年度之年數n可為至少3年。 In one embodiment, to avoid the impact of financial market volatility on the final estimated stock price, the number n of years of the plural estimate may be at least 3 years.

在一實施例中,證券發行公司在評估日以前已公佈預估年度Y1之財務預測時,若財務預測中的預期每股盈餘為單一值,則以證券發行公司所公佈之預期每股盈餘作為預估年度Y1之預期每股盈餘EPS1;若財務預測中的預期每股盈餘為一範圍,則以預期每股盈餘範圍之中位數或平均值作為預估年度Y1之預期每股盈餘EPS1In one embodiment, when the securities issue company publishes the financial forecast for the estimated annual Y 1 before the evaluation date, if the expected earnings per share in the financial forecast is a single value, the expected earnings per share announced by the securities issue company As the estimated earnings per share of the annual Y 1 EPS 1 ; if the expected earnings per share in the financial forecast is a range, the expected median or average of the earnings per share range is the expected annual Y 1 per Stock surplus EPS 1 .

在一實施例中,證券發行公司在評估日以前已公佈預估年度Y1之每股現金股息時,則以所公佈之每股現金股息作為預估年度Y1之預期每股現金股息CDPS1In one embodiment, the issuers of the securities in the assessment before the date of the published estimates annual cash dividend per share for Y 1, the places announced cash dividend per share estimates as the expected annual cash dividend per share Y 1 CDPS 1 .

投資者對股價有期待性,希望能推估未來特定預估年度的可能股價,因此,在步驟S103中,依據預估年度Yn之預期每股盈餘EPSn和本益比輸出預估年度Yn的預估股價-最末預估股價Pn,預估年度Yn之本益比可採用各歷史年度之本益比求取平均值而得之平均本益比PERAVG,平均本益比和最末預估股價Pn之示例性計算如下: Investors have expectations of the stock price, hoping to conjecture possible future stock-specific annual estimates, thus, in step S103, the estimated annual Y Y n based on annual estimates of expected earnings per share EPS n and PE ratio output n estimated stock price - the last estimated stock price P n , the estimated annual Y n price-earnings ratio can be averaged by the average of the historical interest ratio of each historical year to get the average price-earnings ratio PERAVG, the average price-earnings ratio and An exemplary calculation of the last estimated stock price P n is as follows:

最末預估股價P n =EPS n ×PERAVGThe last estimated stock price P n = EPS n × PERAVG .

在一實施例中,各歷史年度的本益比可為該年度之每股平均股價除以每股盈餘;其中每股平均股價可為該年度證券交易之總成交金額除以總成交股數。 In one embodiment, the P/E ratio for each historical year may be the average share price per share for the year divided by the earnings per share; wherein the average share price per share may be the total transaction amount of the securities transaction for the year divided by the total number of shares traded.

在另一實施例中,各歷史年度所包含之年度報表中可取得本益比數據,則直接引用以計算平均本益比PERAVG。 In another embodiment, the P/E data is available in the annual statements included in each historical year and is directly quoted to calculate the average P/E ratio PERUVG.

在另一實施例中,投資者可以利用基準年度Y0之本益比PER0做為預估年度Yn之本益比,最末預估股價Pn之示例性計算如下:最末預估股價P n =EPS n ×PER 0在另一實施例中,為保守預估最末預估股價Pn,本益比可採用平均本益比與基準年度本益比之較小值;最末預估股價Pn之示例性計算如下:最末預估股價P n =EPS n ×min[PER 0,PERAVG]在另一實施例中,為保守預估成長股之最末預估股價Pn,本益比可用預定值替代,該預定值可為小於或等於15之定值。 In another embodiment, the investor can use the P/E ratio PER 0 of the base year Y 0 as the P/E ratio of the estimated annual Y n . The exemplary calculation of the last estimated stock price P n is as follows: Stock price P n = EPS n × PER 0 In another embodiment, for the conservative estimate of the last estimated stock price P n , the price-to-earnings ratio can be used as the smaller of the average price-to-earnings ratio and the benchmark annual P/E ratio; An exemplary calculation of the estimated stock price P n is as follows: The last estimated stock price P n = EPS n × min [ PER 0 , PERAVG ] In another embodiment, it is the last estimated stock price of the conservatively estimated growth stock P n The P/E ratio may be replaced by a predetermined value, which may be a value less than or equal to 15.

投資者可藉由證券之交易價格P0與最末預估股價Pn的差異以評估潛在資本利得。因此,證券價格也可以是投資者進行投資評估之一項要素,證券價格即交易價格P0,代表投資市場對於證券每股之量化價值,亦即價格,可取值於評估日之盤中即時價格或收盤價,以快速反應市場對證券每股之評價;也可取值於評估日前一日之收盤價,瞭解前一日投資市場如何看待證券一股之量化價值;又可取值於評估日以前複數交易日之收盤價之平均值,在量化證券每股價值時進行均化,以降低異常價格波動或人為炒作之影響。 Investors can estimate the potential capital gains by the difference between the trading price P 0 of the securities and the last estimated stock price P n . Therefore, the price of the securities can also be an element of the investor's investment evaluation. The price of the securities, that is, the transaction price P 0 , represents the quantitative value of the investment market for the securities per share, that is, the price, which can be valued immediately on the valuation date. The price or closing price, which is a quick response market evaluation of the securities per share; it can also be based on the closing price of the previous day of the evaluation date to understand how the investment market in the previous day views the quantitative value of the securities; it can also be valued in the assessment. The average of the closing prices of the previous trading days before the day is averaged to quantify the value of the securities per share to reduce the impact of abnormal price fluctuations or artificial speculation.

在步驟S104中,示例性地以交易價格P0作為現值、複數n個預估年度之預期每股現金股息CDPS1至CDPSn作為年金、最末預估股價Pn作為終值、和複數預估年度之總年數n作為期數,可利用年金公式輸出預期年化報酬率RATE;預期年化報酬率之示例性計算如下: In step S104, the transaction price P 0 is exemplarily used as the present value, and the expected cash dividends of each of the n estimated years, CDPS 1 to CDPS n are used as the annuity, the last estimated stock price P n as the final value, and the plural The total number of years n of the estimated year is used as the number of periods, and the expected annualized return rate RATE can be output using the annuity formula; the exemplary calculation of the expected annualized return rate is as follows:

在另一實施例中,為簡化預期年化報酬率RATE之計算,可將複數n個預估年度之預期每股現金股息CDPS1至CDPSn平均值CDPSAVG做為固定年金,平均每股預期現金股息之示例性計算如下: In another embodiment, in order to simplify the calculation of the expected annualized return rate RATE, the expected cash dividend per share for each of the n estimated years, CDPS 1 to CDPS n average CDPSAVG, can be used as a fixed annuity, with an average expected cash per share. An exemplary calculation of the dividend is as follows:

在此實施例中,預期年化報酬率RATE之示例性計算如下: In this embodiment, an exemplary calculation of the expected annualized return rate RATE is as follows:

在一實施例中,指數股票型基金(Exchange Traded Funds,簡稱ETF)的複數歷史年度之財務會計資料包括其成分股的股東權益、淨利、現金股息的加權平均值,再依序產生價值因子、產生評估因子,最後產出該ETF的預期年度報酬率。 In one embodiment, the financial accounting information of the multiple historical years of the Exchange Traded Funds (ETF) includes a weighted average of the shareholders' equity, net profit, and cash dividends of the constituent stocks, and then sequentially generates a value factor, An assessment factor is generated and the expected annual rate of return for the ETF is ultimately produced.

投資者可利用預期年化報酬率RATE來評估證券的投資價值。 Investors can use the expected annualized return rate RATE to assess the investment value of securities.

將資金分散於複數證券並構成一投資組合以分散投資風險已是投資市場廣為人所接受的觀念,但如何以整合性的評估方式和具體量化的客觀數據為各證券配置資金則是投資者亟思研究的課題,本發明已為此提出一種解答方法,請參閱圖2,係本發明之處理投資組合之方法的流程圖。 Dispersing funds in multiple securities and forming a portfolio to diversify investment risks is a widely accepted concept in the investment market, but how to allocate funds for each securities with integrated assessment methods and specific quantitative objective data is an investor. The present invention has proposed a solution method for this purpose. Please refer to FIG. 2, which is a flow chart of the method for processing a portfolio of the present invention.

如圖2所示,首先,於步驟S201中,選擇複數預選證券,設定評估日,並且收集各預選證券之證券資料,證券資料包括評估日以前之財務會計資料、本益比、和交易價格;其中,財務會計資料可包括該評估日之前複數歷史年度之股東權益、淨利、與現金股息;或者,財務會計資料亦可包括該評估日之前複數歷史年度之每股股東權益、每股淨利、與每股現金股息,其中所述淨利為稅後淨利、稅前淨利或稅前息前淨利,以及所述每股淨利為每股稅後淨利、每股稅前淨利或每股稅前息前淨利,且所選擇複數歷史年度之年數可為至少5年;本益比可為基準年度之本益比、評估日之前複數歷史年度之本益比之平均值、或預設之數值;交易價格可為評估日之收盤價、評估日前一日之收盤價、或評估日以前複數交易日之收盤價的平均值。 As shown in FIG. 2, first, in step S201, a plurality of pre-selected securities are selected, an evaluation date is set, and securities information of each pre-selected securities is collected, and the securities information includes financial accounting materials, a price-earning ratio, and a transaction price before the evaluation date; The financial and accounting information may include shareholders' equity, net profit, and cash dividends for the historical year prior to the date of assessment; or, financial accounting information may also include shareholders' equity, net profit per share, and Cash dividend per share, where the net profit is net profit after tax, net profit before tax or pre-tax net profit, and the net profit per share is net profit per share after tax, net profit per share before tax or net profit before tax per share. And the number of years in the selected plural historical year may be at least 5 years; the P/E ratio may be the P/E ratio of the base year, the average of the P/E ratio of the historical year before the assessment date, or the preset value; It can be the average of the closing price of the valuation date, the closing price of the day before the valuation date, or the closing price of the multiple trading days before the valuation date.

於步驟S202中,依據各預選證券之財務會計資料分別產 生各預選證券用於表示公司財務體值之價值因子,價值因子包括平均股東權益報酬率、平均現金股利配發率、基準年度之每股股東權益、和基準年度之每股盈餘。由於步驟S202之技術思想與前文步驟S101是一致的,故在此不為文贅述。 In step S202, the financial accounting materials of each pre-selected securities are separately produced. The pre-selected securities are used to represent the value factor of the company's financial value. The value factors include the average return on equity, the average cash dividend allotment rate, the shareholder's equity per share for the base year, and the earnings per share for the base year. Since the technical idea of step S202 is consistent with the previous step S101, it is not described herein.

可選擇性地,為了維持投資組合內各預選證券財務體質之水準,於步驟S203中,依據價值因子設定價值條件,並將不符合價值修件之預選證券剔除,其中,價值條件可包括股東權益報酬率大於零,價值條件亦可包括基準年度之每股股東權益大於零。 Optionally, in order to maintain the financial quality of each pre-selected securities in the investment portfolio, in step S203, a value condition is set according to the value factor, and the pre-selected securities that do not meet the value revision are excluded, wherein the value condition may include the shareholders' equity The rate of return is greater than zero, and the value condition may also include the shareholder's equity per share in the base year being greater than zero.

於步驟S204中,依據各預選證券之價值因子分別產生基準年度之後複數預估年度之評估因子,評估因子包括預期每股盈餘、預期每股現金股息、和預期每股股東權益,其中,複數預估年度之年數可為至少3年,由於步驟S204之技術思想與前文步驟S102是一致的,故在此為文不贅述。 In step S204, an evaluation factor for a plurality of estimated years after the base year is generated according to the value factors of each pre-selected securities, and the evaluation factors include an expected earnings per share, an expected cash dividend per share, and an expected shareholder's equity per share, wherein, The number of years in the estimation year may be at least 3 years. Since the technical idea of step S204 is consistent with the previous step S102, it is not described herein.

於步驟S205中,依據各預選證券之本益比和預期每股盈餘分別產生最末預估股價,由於步驟S205之技術思想與前文步驟S103是一致的,故在此為文不贅述。 In step S205, the last estimated stock price is generated according to the P/E ratio of each pre-selected securities and the expected earnings per share. Since the technical idea of step S205 is consistent with the previous step S103, it is not described herein.

於步驟S206中,依據各預選證券之交易價格、預期每股現金股息、最末預估股價、和複數預估年度之總年數,分別輸出預期年化報酬率;由於步驟S206之技術思想與前文步驟S104是一致的,故在此為文不贅述。 In step S206, the expected annualized return rate is respectively output according to the transaction price of each pre-selected security, the expected cash dividend per share, the last estimated stock price, and the total number of years of the complex forecast year; due to the technical idea of step S206 The foregoing step S104 is consistent, and therefore is not described herein.

可選擇性地,為了顧及整體投資組合之預期年化報酬率,於步驟S207中,依據預期年化報酬率設定報酬條件,並將不符合報酬條件之預選證券剔除,其中,報酬條件可包括預期年化報酬率大於零,報酬條件亦可包括預期年化報酬率大於或等於無風險報酬率;無風險報酬可為長年期政府公債殖利率。 Alternatively, in order to take into account the expected annualized return rate of the overall investment portfolio, in step S207, a reward condition is set according to the expected annualized return rate, and the pre-selected securities that do not meet the reward condition are excluded, wherein the reward condition may include an expectation The annualized rate of return is greater than zero, and the remuneration condition may also include the expected annualized rate of return being greater than or equal to the risk-free rate of return; the risk-free rate may be the term of the long-term government bond.

最後,於步驟S208中,依據各預選證券之預期年化報酬率做為各預選證券配置權重以建構或修正投資組合。 Finally, in step S208, the expected annualized return rate of each pre-selected security is used as a weight for each pre-selected security to construct or modify the investment portfolio.

在一實施例中,各預選證券在投資組合中的權重可為預選證券之預期年化報酬率除以所有預選證券之預期年化報酬率 之總和,所有預選證券之權重總和為100%,投資者將總投資金額乘以各預選證券之權重即為買進各預選證券之金額。 In one embodiment, the weight of each pre-selected security in the portfolio may be the expected annualized return rate of the pre-selected securities divided by the expected annualized return rate of all pre-selected securities. The sum of the weights of all pre-selected securities is 100%. The investor multiplies the total investment amount by the weight of each pre-selected securities as the amount of each pre-selected securities.

在另一實施例中,為避免單一預選證券所佔權重太大而導致投資組合的風險集中,可限制各預選證券之權重不超過一預定值。 In another embodiment, in order to avoid concentration of the risk of the portfolio due to the weight of the single pre-selected securities being too large, the weight of each pre-selected security may be limited to not exceed a predetermined value.

為滿足市場多元化之投資需求,發展出許多指數用以顯示不同市場區隔之經濟體質,例如臺灣指數系列,挑選臺灣證券市場中具有代表性之上市公司股票作為成分股,用以表彰特定市值、產業或族群之績效,並做為指數化商品之追蹤標的及投資績效衡量指標。因此,本發明另提供一種建構指數之方法,係用於建構具有預定數目證券之指數,並使用所述指數管理投資組合。 In order to meet the diversified investment needs of the market, a number of indices have been developed to show the economic physiques of different market segments, such as the Taiwan index series. The stocks of representative listed companies in the Taiwan stock market are selected as constituent stocks to recognize specific market capitalization. , industry or ethnic group performance, and as a tracking target for indexed goods and investment performance measures. Accordingly, the present invention further provides a method of constructing an index for constructing an index having a predetermined number of securities and managing the investment portfolio using the index.

請參閱圖3,係本發明之建構指數之方法的流程圖,係用於建構具有預定數目證券之指數,並使用所述指數管理至少一投資組合。 Please refer to FIG. 3, which is a flow chart of a method for constructing an index of the present invention for constructing an index having a predetermined number of securities, and using the index to manage at least one investment portfolio.

如圖3所示,於步驟S301中,選擇複數證券,所選擇之證券數目大於或等於所述預定數目,所選擇之證券來源可以是特定市場區隔,市場區隔可為特定區域、國家、產業、或公司規模;所述預定數目為組成指數之證券數目。 As shown in FIG. 3, in step S301, a plurality of securities are selected, and the number of selected securities is greater than or equal to the predetermined number, and the selected securities source may be a specific market segment, and the market segment may be a specific region, country, Industry, or company size; the predetermined number is the number of securities that make up the index.

在一實施例中,可選擇美國證券交易市場前500大市值的個股,再由其中產出預定數目300支個股來組成指數。 In one embodiment, individual stocks of the top 500 market capitalizations of the US stock exchange market may be selected, and then a predetermined number of 300 stocks are produced to form an index.

還有,在另一實施例中,可選擇美國證券交易市場之第501大市值至2000大市值的個股,再由其中產出預定數目1000支個股來組成指數。 Also, in another embodiment, a stock of the 501st largest market capitalization of the US stock exchange market to a market value of 2000 may be selected, and then a predetermined number of 1,000 stocks may be produced to form an index.

此外,在另一實施例中,可選擇非美國證券交易市場之前1000大市值的個股,再由其中產出預定數目700支個股來組成指數。 Further, in another embodiment, stocks of the top 1000 market capitalizations other than the US stock exchange market may be selected, and then a predetermined number of 700 stocks are produced to form an index.

再者,在另一實施例中,可選擇臺灣證券交易市場之電子股前100大市值的個股,再由其中產出預定數目50支個股來組成指數。 Moreover, in another embodiment, the top 100 stocks of the electronic stocks in the Taiwan stock exchange market may be selected, and then a predetermined number of 50 stocks are produced to form an index.

於步驟S302中,可設定應用本發明之建構指數之方法的執行日為評估日,搜集各證券之證券資料,證券資料可包括:財務會計資料、本益比、和交易價格;財務會計資料可包括:評估日之前複數歷史年度之股東權益、淨利、和現金股息,所決定的複數歷史年度其年數可為至少3年;所述淨利可為稅後淨利、稅前淨利或稅前息前淨利;交易價格可為評估日之收盤價、評估日前一天之收盤價、或評估日以前複數交易日之收盤價之平均值;本益比可為基準年度之本益比、評估日之前複數歷史年度之本益比之平均值、或預設之數值。 In step S302, the execution date of the method for applying the construction index of the present invention may be set as the evaluation date, and the securities information of each securities may be collected. The securities information may include: financial accounting materials, a price-earning ratio, and a transaction price; Includes: shareholders' equity, net profit, and cash dividends for the historical year prior to the assessment date, which may be at least 3 years in the plural historical year; the net profit may be net profit after tax, net profit before tax or before tax. Net profit; the transaction price can be the average of the closing price of the valuation date, the closing price of the day before the valuation date, or the closing price of the previous trading day before the valuation date; the price-to-earnings ratio can be the P/E ratio of the base year and the plural history before the evaluation date. The average of the annual P/E ratio, or the preset value.

於步驟S303中,依據各證券之財務會計資料分別產生價值因子,價值因子可包括:平均股東權益報酬率、平均現金股利配發率、基準年度之每股股東權益、和基準年度之每股盈餘,由於步驟S303之技術思想與前文步驟S101是一致的,故在此不為文贅述。 In step S303, a value factor is generated according to the financial accounting data of each security, and the value factor may include: an average return on equity, an average cash dividend allotment rate, a shareholder's equity per share in the base year, and an earnings per share in the base year. Since the technical idea of step S303 is consistent with the previous step S101, it is not described herein.

於步驟S304中,將價值因子不符合價值條件之各證券剔除,以維持投資組合內各證券之財務體質;然而,可能所有證券都符合該價值條件,故步驟S304亦可予以忽略,亦即,步驟S304係可選擇性地。 In step S304, the securities whose value factors are not in accordance with the value condition are excluded to maintain the financial constitution of each securities in the investment portfolio; however, all securities may meet the value condition, so step S304 may also be ignored, that is, Step S304 is optional.

在一實施例中,上述價值條件可為平均股東權益大於零。 In an embodiment, the value condition may be that the average shareholder equity is greater than zero.

還有,在另一實施例中,上述價值條件可為公開上市交易超過三年。 Also, in another embodiment, the above value condition may be a publicly traded transaction for more than three years.

於步驟S305中,依據各證券之價值因子,分別產生各證券於基準年度之後複數預估年度之評估因子,所決定的複數預估年度其年數可為至少2年,其中,評估因子包括複數預估年度之預期每股盈餘、預期每股現金股息、和預期每股股東權益,由於步驟S305之技術思想與前文步驟S102是一致的,故在此不為文贅述。 In step S305, according to the value factor of each security, the evaluation factors of each securities in the plural estimation year after the base year are respectively generated, and the determined plurality of years may be at least 2 years, wherein the evaluation factors include plural numbers. Estimated annual earnings per share, expected cash dividend per share, and expected shareholder equity per share. Since the technical idea of step S305 is consistent with the previous step S102, it is not described here.

於步驟S306中,依據各證券之預期每股盈餘與本益比分別產生複數預估年度之最末預估股價,由於步驟S306之技術思想與前文步驟S103是一致的,故在此不為文贅述。 In step S306, the expected stock price per share and the cost-benefit ratio of each of the securities respectively generate the last estimated stock price of the complex forecast year. Since the technical idea of step S306 is consistent with the previous step S103, it is not here. Narration.

於步驟S307中,依據各證券之交易價格、最末預估股價、預期每股現金股息、和複數預估年度之總年數,以輸出各證券之預期年化報酬率,由於步驟S307之技術思想與前文步驟S104是一致的,故在此不為文贅述。 In step S307, according to the transaction price of each security, the last estimated stock price, the expected cash dividend per share, and the total number of years of the complex forecast year, the expected annualized return rate of each securities is output, due to the technology of step S307. The idea is consistent with the previous step S104, and therefore is not described herein.

於步驟S308中,依據預期年化報酬率由大至小挑選各證券作為指數的成份證券,並依據前述預定數目來決定所挑選的證券數目。須提出說明的是,並不限於上述由大至小的排序方式,亦可由小至大的排序方式,換言之,舉凡便於投資人瀏覽挑選的排序方式均可適用。 In step S308, each of the securities is selected as the component securities of the index according to the expected annualized return rate, and the number of selected securities is determined according to the predetermined number. It should be noted that it is not limited to the above-mentioned sorting methods from large to small, and can also be sorted from small to large, in other words, any sorting method that is convenient for investors to browse and select can be applied.

於步驟S309中,利用各成份證券之預期年化報酬率來加權各成份證券以配置權重予各成份證券,預期年化報酬率與所配置之權重呈正相關;投資者可設定一預定值作為權重上限,各成份證券之投資金額佔總投資金額之比重小於或等於所述權重上限以避免投資風險集中的現象,作為權重上限之預定值可以是10%,但不侷限於此;在加權各成份證券時,可利用各成份證券於複數歷史年度中的股東權益報酬率之標準差修正成份證券之權重,其中,標準差與所配置之權重呈負相關。 In step S309, each component securities is weighted by using the expected annualized return rate of each component security to allocate weights to each component securities, and the expected annualized return rate is positively correlated with the configured weight; the investor can set a predetermined value as the weight. The upper limit, the proportion of the investment amount of each component of the securities to the total investment amount is less than or equal to the upper limit of the weight to avoid the concentration of investment risk. The predetermined value of the upper limit of the weight may be 10%, but is not limited thereto; In the case of securities, the weight of the constituent securities may be corrected by the standard deviation of the return on equity of each component of the securities in the plural historical year, wherein the standard deviation is negatively correlated with the configured weight.

此外,可藉由上述建構指數之方法,來管理投資組合,即於步驟S310中,依據組成指數之成份證券、和成份證券之權重,以管理投資組合,其中,所謂的管理包括:當指數之成份證券改變或成份證券之權重改變時,利用指數的成份證券之權重配置,以調整成分證券在投資組合中之相關權重。指數提供者可定期於每季重新執行步驟S301至步驟S309以重新建構指數。 In addition, the investment portfolio can be managed by the above method of constructing an index, that is, in step S310, the portfolio is managed according to the weight of the constituent securities of the constituent index and the constituent securities, wherein the so-called management includes: when the index When the component securities change or the weight of the component securities changes, the weights of the constituent securities of the index are used to adjust the relevant weights of the constituent securities in the portfolio. The index provider may re-execute steps S301 through S309 on a quarterly basis to re-construct the index.

上述本發明的證券之投資價值評估方法、處理投資組合之方法以及建構指數之方法可寫成一種證券資訊處理程式並載入手持式設備、電腦或網路伺服器(例如雲端設備)等之電腦程式產品中執行,亦可開發成系統或裝置供投資者執行使用,但不侷限於此,該證券資訊處理程式也可載入至例如硬碟、軟碟、光碟片或隨身碟等具有儲存功能的電腦程式產品中,而供 例如上述的手持式設備、電腦或網路伺服器等電子設備讀取該電腦程式產品所儲存的證券資訊處理程式,以在該電子設備讀取該證券資訊處理程式並執行後,而執行上述本發明的各種方法。 The method for evaluating the investment value of the securities of the present invention, the method for processing the portfolio, and the method for constructing the index can be written as a securities information processing program and loaded into a computer program such as a handheld device, a computer or a network server (for example, a cloud device). Execution in the product can also be developed into a system or device for use by investors, but not limited to this, the securities information processing program can also be loaded into a storage function such as a hard disk, a floppy disk, a compact disc or a flash drive. Computer program product, but for For example, the electronic device such as the handheld device, the computer or the network server reads the securities information processing program stored in the computer program product, and executes the above-mentioned book after the electronic device reads the security information processing program and executes the electronic information processing program. Various methods of the invention.

請參閱圖4,係應用本發明處理投資組合之方法的系統架構圖,如圖4所示,投資組合資訊系統40內具有證券資料庫401以及投資組合處理裝置41,投資組合資訊系統40自證券資料來源42,例如紐約證券交易所,收集各預選證券之證券資料並儲存於證券資料庫401中,證券資料庫401可以是利用硬碟、磁碟陣列系統,或者是快閃記憶體所構成的儲存媒體;投資組合處理裝置41利用證券資料庫401所儲存的證券資料實現本發明之技術思想以產生投資組合43。 Please refer to FIG. 4 , which is a system architecture diagram of a method for processing a portfolio by applying the present invention. As shown in FIG. 4 , the portfolio information system 40 has a securities database 401 and a portfolio processing device 41 , and the portfolio information system 40 is A source 42, such as the New York Stock Exchange, collects securities information of each pre-selected security and stores it in a securities database 401, which may be a hard disk, a disk array system, or a flash memory. The storage medium; the portfolio processing device 41 implements the technical idea of the present invention by using the securities data stored in the securities database 401 to generate the investment portfolio 43.

在投資組合處理裝置41中,資料檢索與儲存子系統411實現前述步驟S201,依據所選擇之預選證券與設定之評估日,對證券資料庫401進行檢索並擷取各預選證券之證券資料,包括財務會計資料、本益比和交易價格;價值因子產生器412實現前述步驟S202,自資料檢索與儲存子系統411輸入各證券之財務會計資料並輸出價值因子;價值條件過濾器413實現前述步驟S203,自價值因子產生器412輸入各預選證券之價值因子並且依據前述價值條件進行過濾,將價值因子不符合價值條件的預選證券予以剔除,亦即不再進行輸出,僅將價值因子符合價值條件的預選證券之價值因子輸出至評估因子產生器414;評估因子產生器414實現前述步驟S204,自價值條件過濾器413輸入價值因子並產生評估因子;預期年化報酬率產生器415實現前述步驟S205及S206,自評估因子產生器414輸入評估因子並且自資料檢索與儲存子系統411輸入交易價格和本益比以產生各預選證券之最末預期股價及預期年化報酬率;報酬條件過濾器416實現前述步驟S207,自預期年化報酬率產生器415輸入各預選證券之預期年化報酬率並進行過濾,預期年化報酬率不符合前述報酬條件之預選證券予以剔 除,亦即不再進行輸出,僅將預期年化報酬率符合報酬條件的預選證券之預期年化報酬率輸出至權重配置器417;權重配置器417實現前述步驟S208,自報酬條件過濾器416輸入各證券的預期年化報酬率,依據預期化化報酬率與權重正相關的原則加權各證券以配置權重予各證券,並輸出各證券的權重配置至投資組合43,供投資者參考以進行資產配置。 In the portfolio processing device 41, the data retrieval and storage subsystem 411 implements the foregoing step S201, searches the securities database 401 and retrieves the securities data of each pre-selected securities according to the selected pre-selected securities and the set evaluation date, including The financial accounting information, the P/E ratio and the transaction price; the value factor generator 412 implements the foregoing step S202, inputs the financial accounting data of each security from the data retrieval and storage subsystem 411, and outputs a value factor; the value condition filter 413 implements the foregoing step S203. The self-value factor generator 412 inputs the value factor of each pre-selected security and filters according to the foregoing value conditions, and rejects the pre-selected securities whose value factors do not meet the value condition, that is, no longer outputs, and only the value factor meets the value condition. The value factor of the pre-selected securities is output to the evaluation factor generator 414; the evaluation factor generator 414 implements the aforementioned step S204, inputs the value factor from the value condition filter 413 and generates an evaluation factor; the expected annualized rate of return generator 415 implements the aforementioned step S205 and S206, the evaluation factor generator 414 inputs the evaluation factor And inputting the transaction price and the P/E ratio from the data retrieval and storage subsystem 411 to generate the last expected stock price and the expected annualized return rate of each pre-selected security; the reward condition filter 416 implements the foregoing step S207, and generates the expected annualized return rate. The device 415 inputs and filters the expected annualized return rate of each pre-selected security, and the pre-selected securities whose expected annualized return rate does not meet the foregoing remuneration conditions are rejected. Except that, that is, no output is performed, only the expected annualized return rate of the pre-selected securities whose expected annualized return rate meets the reward condition is output to the weight configurator 417; the weight configurator 417 implements the aforementioned step S208, the self-reward condition filter 416 Enter the expected annualized return rate of each security, weight each securities according to the principle of positive correlation between the expected return rate and the weight, and allocate the weights of each securities to the portfolio 43 for investors' reference. Asset allocation.

舉例而言,投資組合資訊系統41可藉由積體電路技術予以實現成系統晶片(SOC),自證券資料庫401以數位化數據的方式輸入證券資料,並將產生出來的投資組合43以數位化數據的方式將各預選證券的權重輸出至顯示裝置供投資者參考,更具體而言,一實施例中,該投資組合資訊系統40可例如為網路伺服器,而前述顯示裝置例如是投資者所使用的手機或個人電腦等之終端設備,該投資組合處理裝置41可例如是供該投資組合資訊系統40產生前述投資組合43的必要硬體元件,例如是前述的系統晶片、電路或前述儲存證券資訊處理程式的電腦程式產品等;再者,在另一實施例中,該投資組合資訊系統40亦可例如為個人電腦等之終端設備;換言之,端視實施型態而有不同的系統架構。 For example, the portfolio information system 41 can be implemented as a system chip (SOC) by integrated circuit technology, and the securities data is input from the securities database 401 in the form of digitized data, and the generated portfolio 43 is digitally digitized. The manner of data is outputted to the display device for reference by the investor. More specifically, in an embodiment, the portfolio information system 40 can be, for example, a web server, and the display device is, for example, an investment. For the terminal device such as a mobile phone or a personal computer, the portfolio processing device 41 may be, for example, a necessary hardware component for the portfolio information system 40 to generate the aforementioned investment portfolio 43, such as the aforementioned system wafer, circuit or the foregoing. The computer program product and the like for storing the securities information processing program; in another embodiment, the portfolio information system 40 can also be, for example, a terminal device such as a personal computer; in other words, different systems depending on the implementation type. Architecture.

請參閱圖5,係應用本發明之建構指數之方法並提供投資組合管理的系統架構圖,如圖5所示,指數建構資訊系統50內具有證券資料庫501、指數權重處理裝置51、指數產生器53、以及投資組合管理伺服器54,指數建構資訊系統50自證券資料來源52,例如臺灣證券交易所,收集投資市場中大於或等於預定數目之複數證券的證券資料並儲存於證券資料庫501中,證券資料庫501可以是利用硬碟、磁碟陣列系統,或者是快閃記憶體所構成的儲存媒體;指數權重處理裝置51輸入證券資料庫501所儲存的證券資料並實現本發明之技術思想以產生證券之權重,指數產生器53藉由證券之權重產生指數,投資組合管理伺服器54依據指數管理投資組合。 Referring to FIG. 5, a method for constructing an index of the present invention is applied and a system architecture diagram of portfolio management is provided. As shown in FIG. 5, the index construction information system 50 has a securities database 501, an index weight processing device 51, and an index generation. And a portfolio management server 54, the index construction information system 50 collects securities information of the plurality of securities greater than or equal to a predetermined number in the investment market from the securities data source 52, such as the Taiwan Stock Exchange, and stores the securities information in the securities database 501. The securities database 501 may be a storage medium composed of a hard disk, a disk array system, or a flash memory; the index weight processing device 51 inputs the securities data stored in the securities database 501 and implements the technology of the present invention. The idea is to generate a weight of the securities, the index generator 53 generates an index by the weight of the securities, and the portfolio management server 54 manages the portfolio according to the index.

在指數權重處理裝置51中,資料檢索與儲存子系統511 實現前述步驟S302,依據所選擇之證券與設定之評估日,對證券資料庫501進行檢索並擷取各證券之證券資料,包括財務會計資料、本益比、和交易價格;價值因子產生器512實現前述步驟S303,自資料檢索與儲存子系統511輸入各證券之財務會計資料並輸出價值因子;價值條件過濾器513實現前述步驟S304,自價值因子產生器512輸入各證券之價值因子並且依據前述價值條件進行過濾,將價值因子不符合價值條件的證券予以剔除,亦即不再進行輸出,僅將價值因子符合價值條件的證券之價值因子輸出至評估因子產生器514;評估因子產生器514實現前述步驟S305,自價值條件過濾器513輸入價值因子並產生評估因子;預期年化報酬率產生器515實現前述步驟S306及S307,自評估因子產生器514輸入評估因子並且自資料檢索與儲存子系統511輸入交易價格和本益比以產生各預選證券之最末預期股價及預期年化報酬率;報酬條件過濾器516的功能實現前述步驟S308,自預期年化報酬率產生器515輸入各證券之預期年化報酬率並進行過濾,將預期年化報酬率由大至小排序,從最大預期年化報酬率依序挑選出預定數目之證券,並將預定數目之證券的預期年化報酬率輸出至權重配置器517;權重配置器517實現前述步驟S309,自報酬條件過濾器516輸入各預定數目之證券的預期年化報酬率並依據預期化化報酬率與權重正相關的原則來加權各證券以配置權重予各證券。 In the index weight processing device 51, the data retrieval and storage subsystem 511 Implementing the foregoing step S302, searching the securities database 501 according to the selected securities and the set evaluation date, and extracting the securities information of each securities, including financial accounting materials, the P/E ratio, and the transaction price; the value factor generator 512 Implementing the foregoing step S303, inputting the financial accounting data of each security from the data retrieval and storage subsystem 511 and outputting a value factor; the value condition filter 513 implements the foregoing step S304, and inputs the value factor of each security from the value factor generator 512 and according to the foregoing The value condition is filtered, and the securities whose value factors do not meet the value condition are eliminated, that is, the output is no longer output, and only the value factor of the securities whose value factors meet the value condition are output to the evaluation factor generator 514; the evaluation factor generator 514 is implemented. In the foregoing step S305, the value factor is input from the value condition filter 513 and an evaluation factor is generated; the expected annualized rate of return generator 515 implements the aforementioned steps S306 and S307, and the evaluation factor generator 514 inputs the evaluation factor and the data retrieval and storage subsystem. 511 enter the transaction price and the P/E ratio to generate each pre-selection certificate The last expected stock price and the expected annualized return rate; the function of the reward condition filter 516 implements the foregoing step S308, and the expected annualized return rate of each security is input from the expected annualized return rate generator 515 and filtered, and the expected annualized The returns are sorted from large to small, a predetermined number of securities are sequentially selected from the maximum expected annualized return rate, and the expected annualized return rate of the predetermined number of securities is output to the weight configurator 517; the weight configurator 517 implements the aforementioned steps S309, the expected annualized return rate of each predetermined number of securities is input from the reward condition filter 516, and each of the securities is weighted according to the principle that the expected compounded rate of return is positively correlated with the weights to allocate weights to the respective securities.

指數產生器53自權重配置器517輸入各證券的權重w1至wn,再依據各證券之股價P1至Pn產生指數IDX,指數IDX的示例性形成過程如下:設定基礎日,並利用指數權重處理裝置51產生投資組合於基礎日各證券之權重w’1至w’n以及儲存各證券於基礎日之股價P’1至P’n;界定基礎日之指數值,基礎指數IDX’,例如5000; The index generator 53 inputs the weights w 1 to w n of the respective securities from the weight configurator 517, and generates an index IDX according to the stock prices P 1 to P n of the respective securities. The exemplary formation process of the index IDX is as follows: setting the base date and using The index weight processing means 51 generates the weights w' 1 to w' n of the portfolios of the securities on the base day and stores the stock prices P' 1 to P' n of the securities on the base date; the index value of the base date is defined, and the base index IDX' , for example 5000;

投資組合管理伺服器54自指數產生器53輸入指數IDX,藉由各證券之權重w1至wn調整投資組合內各證券之投資比重以修正投資組合,俾使修正後的投資組合能追蹤指數IDX之變化。 The portfolio management server 54 inputs the index IDX from the index generator 53, and adjusts the investment proportion of each securities in the portfolio by the weights w 1 to w n of each securities to correct the investment portfolio, so that the revised portfolio can track the index. Changes in IDX.

在一示例性實施例,建構一高報酬指數,以臺灣證券市場中市值前100大之上市公司作為採樣母體,挑選未來五年預期年化報酬率最高的50支股票作為成份股,以預期年化報酬率加權,表彰具有長期獲利潛力之公司表現。 In an exemplary embodiment, constructing a high-reward index, using the top 100 listed companies in the Taiwan stock market as the sampling parent, selecting 50 stocks with the highest expected annualized return rate in the next five years as constituent stocks, in the expected year. The rate of return is weighted to recognize the performance of companies with long-term profit potential.

在該實施例中,搜集該100家公司在一特定評估日以前的各別證券資料,包括該評估日之前一日的收盤價、該評估日之前的五個歷史年度之年度本益比、及該評估日之前五個歷史年度的股東權益、稅後淨利、和現金股息。 In this embodiment, the respective securities information of the 100 companies before a specific evaluation date is collected, including the closing price of the day before the evaluation date, the annual P/E ratio of the five historical years before the evaluation date, and Shareholders' equity, after-tax net profit, and cash dividends for the five historical years prior to the assessment date.

然後計算各100支個股的價值因子。其中,平均股東權益報酬率為該評估日之前第一年到第四年的稅後淨利總和除以該評估日之前第二年到第五年的股東權益淨額總和;平均現金股息配發率為該評估日之前第一年到第四年的現金股息總和除以該評估日之前第二年到第五年的稅後淨利總和;基準年度之每股盈餘為該基準年度中四個季度稅後淨利總和除以發行股數,該發行股數以該基準年度中最後一季季報所記載之發行股數為依據;每股股東權益為該基準年度最後一季季報所記載之股東權益淨額除以發行股數。 Then calculate the value factor for each of the 100 stocks. Among them, the average return on equity is the sum of the net profit after tax of the first year to the fourth year before the evaluation date divided by the sum of the net shareholders' equity from the second year to the fifth year before the evaluation date; the average cash dividend allotment rate The sum of the cash dividends for the first year to the fourth year before the evaluation date divided by the total net profit after tax for the second year to the fifth year before the evaluation date; the earnings per share for the base year is the four quarterly tax for the base year The sum of the net profit divided by the number of issued shares, the number of shares issued is based on the number of shares issued in the last quarterly report of the base year; the shareholder's equity per share is the net shareholder's equity recorded in the last quarterly report of the base year divided by Number of shares issued.

然後剔除不符合價值條件之個股,該價值條件為平均股東權益報酬率大於零。在此實施例中,可能有80支個股該符合該價值條件,其中七支個股的價值因子如表一所示。 Then, the stocks that do not meet the value conditions are excluded, and the value condition is that the average return on equity is greater than zero. In this embodiment, there may be 80 stocks that meet the value condition, and the value factors of the seven stocks are as shown in Table 1.

符合該價值條件之個股繼續產生該基準年度之後五年的的各別評估因子。該基準年度之後第一年的預期每股盈餘為平均股東權益報酬率乘以該基準年度之每股股東權益;該基準年度之後第一年的預期每股現金股利為平均現金股息配發率乘以該基準年度之每股盈餘。該基準年度之後第一年的預期每股股東權益為該基準年度之每股股東權益加上該基準年度之後第一年的預期每股盈餘再減去該基準年度之後第一年的預期每股現金股利;以此類推,一直算到該基準年度之後第五年的預期每股盈餘與預期每股現金股息。 Individual stocks that meet this value condition continue to generate separate assessment factors for the five years following the base year. The expected earnings per share for the first year after the base year is the average return on equity multiplied by the shareholder's equity per share for the base year; the expected cash dividend per share for the first year after the base year is the average cash dividend payout ratio multiplied by Earnings per share for the base year. The expected shareholder's equity per share for the first year after the base year is the shareholder's equity per share for the base year plus the expected earnings per share for the first year after the base year minus the expected share per share for the first year after the base year Cash dividends; and so on, are calculated as the expected earnings per share and expected cash dividend per share for the fifth year after the base year.

依據各該個股的該基準年度之後第五年的預期每股盈餘乘以本益比即得其最末預期股價;該本益比為各該個股在評估日前五個歷史年度本益比之平均值。 The expected expected share price is calculated by multiplying the expected earnings per share for the fifth year after the base year of each of the base stocks by the P/E ratio; the P/E ratio is the average of the P/E ratio of each of the five historical years prior to the valuation date. value.

依據各該個股的交易價格、最末預估股價、該基準年度之後每一年的預期每股現金股息、及預估年度之總年數為5,以 輸出其預期年化報酬率。 Based on the transaction price of each of the stocks, the last estimated stock price, the expected cash dividend per share for each year after the base year, and the total number of years in the estimated year, Output its expected annualized rate of return.

依據預期年化報酬率由大至小依序挑選五十檔個股作為該指數的成分股,並利用各該成分股之預期年化報酬率為各該成分股配置權重。可能五十檔成分股的預期年化報酬率加總為500%,而各該成分股在該指數的權重配置如表二所示。 According to the expected annualized rate of return, 50 stocks are selected as the constituent stocks of the index from large to small, and the expected annualized return rate of each constituent stock is used to allocate weights to each constituent stock. The expected annualized return rate of the 50 constituent stocks may be increased to 500%, and the weight allocation of each constituent stock in the index is shown in Table 2.

示例性地,亦可利用各成份證券在評估日前之年度股東權益報酬率(ROE)之標準差,來修正各成分證券之權重配置:例如ROE標準差小於或等於5%之修正值=1.0、ROE標準差小於或等於10%且大於5%之修正值=0.9、ROE標準差小於或等於15%且大於10%之修正值=0.8、以及ROE標準差大於15%之修正值=0.7,如表三所示。 Illustratively, the weighted allocation of the securities of each component may also be corrected by using the standard deviation of the annual return on equity (ROE) of each component securities before the evaluation date: for example, the correction value of the ROE standard deviation is less than or equal to 5% = 1.0, The ROE standard deviation is less than or equal to 10% and the correction value is greater than 5% = 0.9, the ROE standard deviation is less than or equal to 15% and the correction value is greater than 10% = 0.8, and the ROE standard deviation is greater than 15% correction value = 0.7, such as Table 3 shows.

綜上所述,本發明利用含括交易面與基本面之證券資料,量化用以判斷公司財務體質與證券投資品質之價值因子與評估因子,再進一步產生證券之預期年化報酬率,使投資人能以具體數據評估證券之投資價值與證券之間的相對價值,實為一項兼具客觀性與整體性的發明。 In summary, the present invention utilizes the securities data including the transaction surface and the fundamental surface to quantify the value factors and evaluation factors used to judge the financial quality of the company and the quality of the securities investment, and further generate the expected annualized return rate of the securities, so that the investment It is an invention with both objectivity and integrity to evaluate the relative value of the investment value of securities and securities with specific data.

上述實施例僅例示性說明本發明之原理及功效,而非用於限制本發明。任何熟習此項技術之人士均可在不違背本發明之精神及範疇下,對上述實施例進行修飾與改變。因此,本發明之權利保護範圍,應如後述之申請專利範圍。 The above embodiments are merely illustrative of the principles and effects of the invention and are not intended to limit the invention. Modifications and variations of the above-described embodiments can be made by those skilled in the art without departing from the spirit and scope of the invention. Therefore, the scope of the claims of the present invention should be as described in the following claims.

S101‧‧‧產生價值因子的步驟 S101‧‧‧Steps for generating a value factor

S102‧‧‧產生評估因子的步驟 S102‧‧‧Steps for generating an evaluation factor

S103‧‧‧產生最末預估股價的步驟 S103‧‧‧Steps to generate the last estimated stock price

S104‧‧‧輸出預期年化報酬率的步驟 S104‧‧‧Steps to output the expected annualized rate of return

S201‧‧‧選擇複數證券的步驟 S201‧‧‧Steps for selecting multiple securities

S202‧‧‧產生價值因子的步驟 S202‧‧‧Steps to generate a value factor

S203‧‧‧執行價值條件籂選的步驟 S203‧‧‧Steps for the selection of value conditions

S204‧‧‧產生評估因子的步驟 S204‧‧‧Steps for generating an evaluation factor

S205‧‧‧產生最末預估股價的步驟 S205‧‧‧Steps to generate the last estimated stock price

S206‧‧‧輸出預期年化報酬率的步驟 S206‧‧‧ Steps to output the expected annualized rate of return

S207‧‧‧執行報酬條件籂選的步驟 S207‧‧‧Steps for the selection of remuneration conditions

S208‧‧‧建構或修正投資組合的步驟 S208‧‧‧Steps to construct or amend the portfolio

S301‧‧‧選擇複數證券的步驟 S301‧‧‧Steps for selecting multiple securities

S302‧‧‧搜集證券資料的步驟 S302‧‧‧Steps for collecting securities information

S303‧‧‧產生價值因子的步驟 S303‧‧‧Steps to generate value factors

S304‧‧‧執行價值籂選的步驟 S304‧‧‧Steps for performing value selection

S305‧‧‧產生評估因子的步驟 S305‧‧‧Steps for generating an evaluation factor

S306‧‧‧產生最末預估股價的步驟 S306‧‧‧Steps to generate the last estimated stock price

S307‧‧‧輸出預期年化報酬率的步驟 S307‧‧‧Steps to output the expected annualized rate of return

S308‧‧‧決定成份證券的步驟 S308‧‧‧Steps for determining component securities

S309‧‧‧配置權重的步驟 S309‧‧‧Steps for configuring weights

S310‧‧‧管理證券組合的步驟 S310‧‧‧Steps for managing portfolios

40‧‧‧投資組合資訊系統 40‧‧‧ Portfolio Information System

401‧‧‧證券資料庫 401‧‧‧ Securities Database

41‧‧‧投資組合處理裝置 41‧‧‧ portfolio processing unit

411‧‧‧資料檢索與儲存子系統 411‧‧‧Data Retrieval and Storage Subsystem

412‧‧‧價值因子產生器 412‧‧‧ Value Factor Generator

413‧‧‧價值條件過濾器 413‧‧‧Value Condition Filter

414‧‧‧評估因子產生器 414‧‧‧Evaluation factor generator

415‧‧‧預期年化報酬率產生器 415‧‧‧ Expected annualized rate of return generator

416‧‧‧報酬條件過濾器 416‧‧‧Remunity condition filter

417‧‧‧權重配置器 417‧‧‧weight configurator

42‧‧‧證券資料來源 42‧‧‧Source of securities information

43‧‧‧投資組合 43‧‧‧ portfolio

50‧‧‧指數建構資訊系統 50‧‧‧ Index Construction Information System

501‧‧‧證券資料庫 501‧‧‧ Securities Database

51‧‧‧指數權重處理裝置 51‧‧‧Index weight processing device

511‧‧‧資料檢索與儲存子系統 511‧‧‧Data Retrieval and Storage Subsystem

512‧‧‧價值因子產生器 512‧‧‧Value Factor Generator

513‧‧‧價值條件過濾器 513‧‧‧Value Condition Filter

514‧‧‧評估因子產生器 514‧‧‧Evaluation factor generator

515‧‧‧預期年化報酬率產生器 515‧‧‧ Expected annualized rate of return generator

516‧‧‧報酬條件過濾器 516‧‧‧Remunity condition filter

517‧‧‧權重配置器 517‧‧‧weight configurator

52‧‧‧證券資料來源 52‧‧‧Source of securities information

53‧‧‧指數產生器 53‧‧‧index generator

54‧‧‧投資組合管理伺服器 54‧‧‧ Portfolio Management Server

圖1係本發明之證券之投資價值評估方法的流程圖。 1 is a flow chart of a method for evaluating the investment value of a security of the present invention.

圖2係本發明之處理投資組合之方法的流程圖。 2 is a flow chart of a method of processing a portfolio of the present invention.

圖3係本發明之建構指數之方法及應用該方法管理投資組合的步驟流程圖。 3 is a flow chart of a method for constructing an index of the present invention and a step of applying the method for managing a portfolio.

圖4係應用本發明之處理投資組合之方法的系統架構圖。 4 is a system architecture diagram of a method of processing a portfolio of the present invention.

圖5係應用本發明之建構指數之方法並提供投資組合管理的系統架構圖。 Figure 5 is a system architecture diagram of a method of applying the index of construction of the present invention and providing portfolio management.

40‧‧‧投資組合資訊系統 40‧‧‧ Portfolio Information System

401‧‧‧證券資料庫 401‧‧‧ Securities Database

41‧‧‧投資組合處理裝置 41‧‧‧ portfolio processing unit

411‧‧‧資料檢索與儲存子系統 411‧‧‧Data Retrieval and Storage Subsystem

412‧‧‧價值因子產生器 412‧‧‧ Value Factor Generator

413‧‧‧價值條件過濾器 413‧‧‧Value Condition Filter

414‧‧‧評估因子產生器 414‧‧‧Evaluation factor generator

415‧‧‧預期年化報酬率產生器 415‧‧‧ Expected annualized rate of return generator

416‧‧‧報酬條件過濾器 416‧‧‧Remunity condition filter

417‧‧‧權重配置器 417‧‧‧weight configurator

42‧‧‧證券資料來源 42‧‧‧Source of securities information

43‧‧‧投資組合 43‧‧‧ portfolio

Claims (24)

一種證券之投資價值評估方法,係用於量化一證券之投資價值,其包括下述步驟:設定評估日,依據該證券在該評估日前之複數歷史年度之財務會計資料,以產生價值因子;該價值因子包括平均股東權益報酬率、平均現金股息配發率、基準年度之每股股東權益、和該基準年度之每股盈餘;該基準年度係由四個季度所組成,所述的四個季度係由該評估日往前起算能取得該財務會計資料的連續四個季度;依據該價值因子產生該基準年度之後複數預估年度之評估因子,該評估因子包括預期每股盈餘、預期每股現金股息、和預期每股股東權益;依據該證券之本益比和預期每股盈餘產生最末預估股價;以及依據該證券之交易價格、預期每股現金股息、最末預估股價、和複數預估年度之總年數,以輸出該證券之預期年化報酬率。 An investment value evaluation method for securities, which is used for quantifying the investment value of a security, comprising the steps of: setting an evaluation date according to financial accounting data of the securities in the plural historical year before the evaluation date to generate a value factor; The value factors include the average return on equity, the average cash dividend allotment rate, the shareholder's equity per share for the base year, and the earnings per share for the base year; the base year consists of four quarters, the four quarters The four consecutive quarters from which the financial accounting information can be obtained from the evaluation date; based on the value factor, an evaluation factor for the multiple forecast year after the base year is generated, which includes the expected earnings per share and expected cash per share. Dividends, and expected shareholder's equity per share; based on the price-to-earnings ratio of the securities and the expected earnings per share, the final estimated share price; and the transaction price of the securities, the expected cash dividend per share, the last estimated share price, and the plural Estimate the total number of years in the year to output the expected annualized return on the security. 如申請專利範圍第1項所述之證券之投資價值評估方法,其中,該財務會計資料包括股東權益、淨利、和現金股息。 The method for assessing the investment value of securities as described in item 1 of the patent application, wherein the financial accounting information includes shareholders' equity, net profit, and cash dividends. 如申請專利範圍第1項所述之證券之投資價值評估方法,其中,前述評估因子的產生方式包括:該基準年度之後的第一預估年度之預期每股盈餘為該基準年度之每股股東權益乘以該平均股東權益報酬率;該第一預估年度係由該基準年度往後起算不與該基準年度重疊之第一個年度;該第一預估年度之預期每股現金股息為該基準年度之每股盈餘乘以該平均現金股息配發率;該第一預估年度之預期每股股東權益為該基準年度之每股股東權益加上該第一預估年度之預期每股盈餘再減去該第一預估年度之預期每股現金股息; 該基準年度之後的第二預估年度之預期每股盈餘為該第一預估年度之預期每股股東權益乘以該平均股東權益報酬率;該第二預估年度係由該基準年度往後起算不與該第一預估年度重疊之第二個年度;該第二預估年度之預期每股現金股息為該第一預估年度之預期每股盈餘乘以該平均現金股息配發率;以及該第二預估年度之預期每股股東權益為該第一預估年度之預期每股股東權益加上該第二預估年度之預期每股盈餘再減去該第二預估年度之預期每股現金股息。 The method for assessing the investment value of securities as described in claim 1, wherein the foregoing evaluation factor is generated by: the expected earnings per share for the first estimated year after the base year is the shareholder of the base year The equity is multiplied by the average return on equity; the first estimated year is the first year that does not overlap with the base year from the base year; the expected cash dividend per share for the first forecast year is The earnings per share for the base year is multiplied by the average cash dividend allotment rate; the expected shareholder's equity per share for the first estimated year is the shareholder's equity per share for the base year plus the expected earnings per share for the first forecast year Subtract the expected cash dividend per share for the first estimated year; The expected earnings per share for the second estimated year after the base year is the expected shareholder's equity per share for the first estimated year multiplied by the average return on equity; the second estimated year is from the base year The second year that does not overlap with the first estimated year; the expected cash dividend per share for the second estimated year is the expected earnings per share for the first estimated year multiplied by the average cash dividend allotment rate; And the expected shareholder's equity per share for the second estimated year is the expected shareholder's equity per share for the first estimated year plus the expected earnings per share for the second estimated year minus the second forecast year. Cash dividend per share. 一種處理投資組合之方法,係用於建構或修正投資組合,其包括下述步驟:(1)選擇複數預選證券,設定評估日,並且收集各該預選證券之證券資料,該證券資料包括該評估日以前之財務會計資料、本益比、以及交易價格;(2)依據各該預選證券之財務會計資料分別產生各該預選證券之價值因子,該價值因子包括平均股東權益報酬率、平均現金股息配發率、基準年度之每股股東權益、和該基準年度之每股盈餘;該基準年度係由四個季度所組成,所述的四個季度係由該評估日往前起算能取得該財務會計資料的連續四個季度;(3)依據各該預選證券之價值因子分別產生該基準年度之後複數預估年度之評估因子,該評估因子包括預期每股盈餘、預期每股現金股息、和預期每股股東權益;(4)依據各該預選證券之本益比和預期每股盈餘分別產生最末預估股價;(5)依據各該預選證券之交易價格、預期每股現金股息、最末預估股價、和複數預估年度之總年數,分別輸出各該預選證券之預期年化報酬率;以及(6)依據各該預選證券之預期年化報酬率做為各該預選證券配置權重以建構或修正該投資組合;其中各該預選證 券之預期年化報酬率與所配置之該權重成正相關。 A method for processing a portfolio for constructing or revising a portfolio includes the steps of: (1) selecting a plurality of pre-selected securities, setting an evaluation date, and collecting securities information of each of the pre-selected securities, the securities including the evaluation The financial accounting information, the P/E ratio, and the transaction price before the date; (2) The value factor of each pre-selected security is generated based on the financial accounting data of each pre-selected securities, which includes the average return on equity, average cash dividend The allotment rate, the shareholder's equity per share for the base year, and the earnings per share for the base year; the base year consists of four quarters, which are calculated from the assessment date. The accounting information is for four consecutive quarters; (3) based on the value factors of each of the pre-selected securities, respectively, the evaluation factor for the multiple-predicted year after the base year, which includes the expected earnings per share, expected cash dividend per share, and expectations (4) The final estimated stock price is generated based on the P/E ratio of each pre-selected securities and the expected earnings per share; (5) The transaction price of each pre-selected security, the expected cash dividend per share, the last estimated stock price, and the total number of years of the complex forecast year, respectively, output the expected annualized return rate of each of the pre-selected securities; and (6) according to each The expected annualized return rate of the pre-selected securities is used as the weight of each of the pre-selected securities to construct or modify the investment portfolio; The expected annualized return rate of the voucher is positively correlated with the assigned weight. 如申請專利範圍第4項所述之處理投資組合之方法,其中,該財務會計資料包括該評估日之前複數歷史年度之股東權益、淨利、和現金股息。 The method of processing a portfolio as described in claim 4, wherein the financial accounting information includes shareholders' equity, net profit, and cash dividends for the historical year prior to the assessment date. 如申請專利範圍第4項所述之處理投資組合之方法,於前述步驟(2)與前述步驟(3)之間復包括以下步驟:將該價值因子不符合價值條件之各該預選證券剔除。 The method for processing a portfolio as described in claim 4, wherein the step (2) and the foregoing step (3) further comprise the step of: rejecting each of the pre-selected securities whose value factors do not meet the value condition. 如申請專利範圍第6項所述之處理投資組合之方法,其中,該價值條件包括:該平均股東權益報酬率大於第一預設數值;該第一預設值大於或等於零。 The method for processing a portfolio as described in claim 6, wherein the value condition comprises: the average return on equity is greater than a first predetermined value; the first predetermined value is greater than or equal to zero. 如申請專利範圍第4或6項所述之處理投資組合之方法,於前述步驟(5)與前述步驟(6)之間復包括以下步驟:將該預期年化報酬率不符合報酬條件之各該預選證券剔除;該報酬條件包括:該預期年化報酬率大於第二預設數值;該第二預設值大於或等於零。 The method for processing a portfolio as described in claim 4 or 6, wherein the step (5) and the foregoing step (6) include the following steps: the expected annualized rate of return is not in accordance with the reward condition The pre-selected securities are eliminated; the reward condition includes: the expected annualized return rate is greater than a second preset value; the second preset value is greater than or equal to zero. 如申請專利範圍第4或6項所述之證券之投資價值評估方法,其中,前述步驟(3)評估因子的產生方式包括:該基準年度之後的第一預估年度之預期每股盈餘為該基準年度之每股股東權益乘以該平均股東權益報酬率;該第一預估年度係由該基準年度往後起算不與該基準年度重疊之第一個年度;該第一預估年度之預期每股現金股息為該基準年度之每股盈餘乘以該平均現金股息配發率;該第一預估年度之預期每股股東權益為該基準年度之每股股東權益加上該第一預估年度之預期每股盈餘再減去該第一預估年度之預期每股現金股息;該基準年度之後的第二預估年度之預期每股盈餘為該第一預估年度之預期每股股東權益乘以該平均股東權益報酬率;該第二預估年度係由該基準年度往後起算不與該第一預估年度重疊之第二個年度; 該第二預估年度之預期每股現金股息為該第一預估年度之預期每股盈餘乘以該平均現金股息配發率;以及該第二預估年度之預期每股股東權益為該第一預估年度之預期每股股東權益加上該第二預估年度之預期每股盈餘再減去該第二預估年度之預期每股現金股息。 The method for assessing the investment value of a security as described in claim 4 or 6, wherein the step (3) of the evaluation factor is generated by: the expected earnings per share for the first estimated year after the base year is The shareholder's equity per share for the base year is multiplied by the average return on equity; the first estimated year is the first year from the base year that does not overlap with the base year; the expectation for the first forecast year The cash dividend per share is the earnings per share for the base year multiplied by the average cash dividend allotment rate; the expected shareholder's equity per share for the first estimated year is the shareholder's equity per share for the base year plus the first estimate The expected earnings per share for the year is deducted from the expected cash dividend per share for the first estimated year; the expected earnings per share for the second estimated year after the base year is the expected shareholder's equity per share for the first estimated year. Multiplied by the average return on equity; the second estimated year is the second year from the base year that does not overlap with the first forecast year; The expected cash dividend per share for the second estimated year is the expected earnings per share for the first estimated year multiplied by the average cash dividend allotment rate; and the expected shareholder equity per share for the second estimated year is The estimated shareholder's equity per share for the estimated year plus the expected earnings per share for the second forecast year minus the expected cash dividend per share for the second forecast year. 一種建構指數之方法,係用於建構具有預定數目證券之指數,包括:(1)選擇複數證券,所選擇之證券數目大於或等於該預定數目;(2)設定評估日,收集各該證券之證券資料,該證券資料包括:財務會計資料、本益比、和交易價格;該財務會計資料包括該評估日之前複數歷史年度之股東權益、淨利、和現金股息;(3)依據各該證券之財務會計資料分別產生價值因子,該價值因子包括:平均股東權益報酬率、平均現金股利配發率、基準年度之每股股東權益、和該基準年度之每股盈餘;該基準年度係由四個季度所組成,所述的四個季度係由該評估日往前起算能取得該財務會計資料的連續四個季度;(4)依據各該證券之價值因子,分別產生各該證券於該基準年度之後複數預估年度之評估因子,其中,該評估因子包括該複數預估年度之預期每股盈餘、預期每股現金股息、和預期每股股東權益;(5)依據各該證券之預期每股盈餘與本益比分別產生該複數預估年度之最末預估股價;(6)依據各該證券之交易價格、最末預估股價、預期每股現金股息、和該複數預估年度之總年數,以輸出各該證券之預期年化報酬率;以及(7)依據該預期年化報酬率由大至小挑選各該證券作為該指數的成份證券,所挑選的證券數目等於該預定數目;以及 (8)利用各該成份證券之預期年化報酬率來加權各該成份證券以配置權重予各該成份證券,該預期年化報酬率與所配置之該權重呈正相關。 A method for constructing an index for constructing an index having a predetermined number of securities, comprising: (1) selecting a plurality of securities, the number of selected securities being greater than or equal to the predetermined number; and (2) setting an evaluation date to collect each of the securities. Securities information, including: financial accounting information, price-earnings ratio, and transaction price; the financial accounting information includes shareholders' equity, net profit, and cash dividends for the historical year before the assessment date; (3) based on each of the securities The financial accounting data respectively generates a value factor, which includes: average return on equity, average cash dividend allotment rate, shareholder equity per share in the base year, and earnings per share for the base year; For the quarterly period, the four quarters mentioned are the four consecutive quarters from which the financial accounting information can be obtained from the evaluation date; (4) according to the value factors of each of the securities, each of the securities is generated in the reference year. The evaluation factor for the estimated annual period, wherein the evaluation factor includes the expected earnings per share for the complex forecast year, and the expected earnings per share. Dividends, and expected shareholder's equity per share; (5) based on the expected earnings per share and the principal-to-earnings ratio of each of the securities, respectively, the final estimated share price of the complex forecast year; (6) based on the transaction price of each of the securities, The last estimated stock price, expected cash dividend per share, and the total number of years in the complex forecast year to output the expected annualized return rate for each of the securities; and (7) based on the expected annualized return rate from large to small Selecting each of the securities as component securities of the index, the number of securities selected being equal to the predetermined number; (8) Using the expected annualized return rate of each of the constituent securities to weight each of the constituent securities to allocate weights to each of the constituent securities, and the expected annualized return rate is positively correlated with the configured weight. 如申請專利範圍第10項所述之建構指數之方法,於前述步驟(3)與前述步驟(4)之間復包括以下步驟:將該價值因子不符合價值條件之各該證券剔除。 For the method of constructing an index as described in claim 10, the following steps are further included between the foregoing step (3) and the foregoing step (4): the securities whose value factors do not meet the value condition are excluded. 如申請專利範圍第11項所述之建構指數之方法,其中,該價值條件包括該平均股東權益報酬率大於一預設值;該預設值大於或等於零。 The method for constructing an index as described in claim 11, wherein the value condition comprises the average return on equity is greater than a predetermined value; the preset value is greater than or equal to zero. 如申請專利範圍第10或11項所述之建構指數之方法,其中,各該成份證券所配置之權重不超過一預定值。 The method of constructing an index as described in claim 10 or 11, wherein each of the constituent securities is configured with a weight not exceeding a predetermined value. 如申請專利範圍第10或11項所述之建構指數之方法,其中,於前述步驟(8)中之加權復包括:利用各該成份證券於該複數歷史年度中的股東權益報酬率之標準差修正各該成份證券之權重;該標準差與所配置之該權重呈負相關。 The method for constructing an index as described in claim 10 or 11, wherein the weighting in the foregoing step (8) comprises: using a standard deviation of the return on equity of each of the constituent securities in the plural historical year The weight of each of the constituent securities is corrected; the standard deviation is inversely related to the configured weight. 一種內儲證券資訊處理程式之電腦程式產品,用於進行證券之投資價值評估,經由電腦載入該程式並執行後,進行下述步驟:設定評估日,依據該證券在該評估日前之複數歷史年度之財務會計資料,以產生價值因子;該價值因子包括平均股東權益報酬率、平均現金股息配發率、基準年度之每股股東權益、和該基準年度之每股盈餘;該基準年度係由四個季度所組成,所述的四個季度係由該評估日往前起算能取得該財務會計資料的連續四個季度;依據該價值因子產生該基準年度之後複數預估年度之評估因子,該評估因子包括預期每股盈餘、預期每股現金股息、和預期每股股東權益;依據該證券之本益比和預期每股盈餘產生最末預估股價;以及依據該證券之交易價格、預期每股現金股息、最末預估 股價、和複數預估年度之總年數,以輸出該證券之預期年化報酬率。 A computer program product for storing securities information processing programs for evaluating the investment value of securities, after loading and executing the program via a computer, performing the following steps: setting an evaluation date based on the plural history of the securities before the evaluation date Financial accounting information for the year to generate a value factor; the value factor includes the average return on equity, the average cash dividend allotment rate, the shareholder's equity per share for the base year, and the earnings per share for the base year; Formed in four quarters, the four quarters mentioned are the four consecutive quarters from which the financial accounting information can be obtained from the evaluation date; based on the value factor, the evaluation factor of the complex forecast year after the base year is generated. The evaluation factors include the expected earnings per share, the expected cash dividend per share, and the expected shareholder's equity per share; the lowest estimated share price based on the principal-to-earnings ratio of the securities and the expected earnings per share; and based on the transaction price of the securities, expected per Cash dividends, final estimate The stock price, and the total number of years in the complex forecast year, to output the expected annualized return rate of the security. 如申請專利範圍第15項所述之電腦程式產品,其中,該財務會計資料包括股東權益、淨利、和現金股息。 The computer program product as described in claim 15 wherein the financial accounting information includes shareholders' equity, net profit, and cash dividends. 如申請專利範圍第15項所述之電腦程式產品,其中,前述產生評估因子的步驟中,該評估因子的產生方式包括:該基準年度之後的第一預估年度之預期每股盈餘為該基準年度之預期每股股東權益乘以該平均股東權益報酬率;該第一預估年度係由該基準年度往後起算不與該基準年度重疊之第一個年度;該第一預估年度之預期每股現金股息為該基準年度之每股盈餘乘以該平均現金股息配發率;該第一預估年度之預期每股股東權益為該基準年度之每股股東權益加上該第一預估年度之預期每股盈餘再減去該第一預估年度之預期每股現金股息;該基準年度之後的第二預估年度之預期每股盈餘為該第一預估年度之預期每股股東權益乘以該平均股東權益報酬率;該第二預估年度係由該基準年度往後起算不與該第一預估年度重疊之第二個年度;該第二預估年度之預期每股現金股息為該第一預估年度之預期每股盈餘乘以該平均現金股息配發率;以及該第二預估年度之預期每股股東權益為該第一預估年度之預期每股股東權益加上該第二預估年度之預期每股盈餘再減去該第二預估年度之預期每股現金股息。 The computer program product of claim 15, wherein in the foregoing step of generating an evaluation factor, the evaluation factor is generated by: estimating an expected earnings per share for the first estimated year after the base year is the benchmark Annual expected shareholder's equity per share multiplied by the average return on equity; the first estimated year is the first year from the base year that does not overlap with the base year; the expectation for the first forecast year The cash dividend per share is the earnings per share for the base year multiplied by the average cash dividend allotment rate; the expected shareholder's equity per share for the first estimated year is the shareholder's equity per share for the base year plus the first estimate The expected earnings per share for the year is deducted from the expected cash dividend per share for the first estimated year; the expected earnings per share for the second estimated year after the base year is the expected shareholder's equity per share for the first estimated year. Multiplied by the average return on equity; the second estimated year is the second year from the base year that does not overlap with the first forecast year; the second forecast year The cash dividend per share is the expected earnings per share for the first estimated year multiplied by the average cash dividend allotment rate; and the expected shareholder's equity per share for the second estimated year is the expected share per share for the first estimate. Shareholders' equity plus the expected earnings per share for the second forecast year minus the expected cash dividend per share for the second forecast year. 一種內儲證券資訊處理程式之電腦程式產品,用於建構或修正投資組合,經由電腦載入該程式並執行下述步驟:(1)選擇複數預選證券,設定評估日,並且收集各該預選證券之證券資料,該證券資料包括該評估日以前之財務會計資料、本益比、以及交易價格;(2)依據各該預選證券之財務會計資料分別產生各該 預選證券之價值因子,該價值因子包括平均股東權益報酬率、平均現金股利配發率、基準年度之每股股東權益、和該基準年度之每股盈餘;該基準年度係由四個季度所組成,所述的四個季度係由該評估日往前起算能取得該財務會計資料的連續四個季度;(3)依據各該預選證券之價值因子分別產生該基準年度之後複數預估年度之評估因子,該評估因子包括預期每股盈餘、預期每股現金股息、和預期每股股東權益;(4)依據各該預選證券之本益比和預期每股盈餘分別產生最末預估股價;(5)依據各該預選證券之交易價格、預期每股現金股息、最末預估股價、和複數預估年度之總年數,分別輸出各該證券之預期年化報酬率;以及(6)依據各該預選證券之預期年化報酬率為各該預選證券配置權重以建構或修正該投資組合;其中該預期年化報酬率與所配置之該權重成正相關。 A computer program product for storing a securities information processing program for constructing or revising a portfolio, loading the program via a computer and performing the following steps: (1) selecting a plurality of pre-selected securities, setting an evaluation date, and collecting each of the pre-selected securities The securities information, which includes the financial accounting information, the P/E ratio and the transaction price before the assessment date; (2) each of the financial accounting materials of the pre-selected securities The value factor of the pre-selected securities, which includes the average return on equity, the average cash dividend allotment rate, the shareholder's equity per share for the base year, and the earnings per share for the base year; the base year consists of four quarters. The four quarters mentioned are the four consecutive quarters from which the financial accounting information can be obtained from the evaluation date; (3) the evaluation of the multiple estimated years after the base year based on the value factors of each of the pre-selected securities Factor, the evaluation factor includes expected earnings per share, expected cash dividend per share, and expected shareholder equity per share; (4) generating a final estimated share price based on the P/E ratio of each pre-selected security and the expected earnings per share; 5) according to the transaction price of each pre-selected securities, the expected cash dividend per share, the last estimated stock price, and the total number of years of the complex forecast year, respectively outputting the expected annualized return rate of each of the securities; and (6) The expected annualized return rate of each of the pre-selected securities is each of the pre-selected securities allocation weights to construct or modify the investment portfolio; wherein the expected annualized return rate and the configured weight are Related. 如申請專利範圍第18項所述之電腦程式產品,於前述步驟(2)與前述步驟(3)之間復包括以下步驟:將該價值因子不符合價值條件之各該預選證券剔除。該價值條件包括:該平均股東權益報酬率大於零。 For example, in the computer program product described in claim 18, between the foregoing step (2) and the foregoing step (3), the following steps are further included: the pre-selected securities whose value factors do not meet the value condition are excluded. The value condition includes: the average return on equity is greater than zero. 如申請專利範圍第18或19項所述之電腦程式產品,於前述步驟(5)與前述步驟(6)之間復包括以下步驟:將該預期報酬率不符合報酬條件之各該預選證券剔除;該報酬條件包括:該預期年化報酬率大於零。 In the computer program product described in claim 18 or 19, the following steps are further included between the foregoing step (5) and the foregoing step (6): the pre-selected securities whose expected rate of return is not in accordance with the remuneration condition are excluded. The reward condition includes: the expected annualized rate of return is greater than zero. 如申請專利範圍第18或19項所述之電腦程式產品,其中,前述步驟(3)中,該評估因子的產生方式包括:該基準年度之後的第一預估年度之預期每股盈餘為該基準年度之預期每股股東權益乘以該平均股東權益報酬率;該第一預估年度係由該基準年度往後起算不與該基準年度重疊之第一個年度; 該第一預估年度之預期每股現金股息為該基準年度之每股盈餘乘以該平均現金股息配發率;該第一預估年度之預期每股股東權益為該基準年度之每股股東權益加上該第一預估年度之預期每股盈餘再減去該第一預估年度之預期每股現金股息;該基準年度之後的第二預估年度之預期每股盈餘為該第一預估年度之預期每股股東權益乘以該平均股東權益報酬率;該第二預估年度係由該基準年度往後起算不與該第一預估年度重疊之第二個年度;該第二預估年度之預期每股現金股息為該第一預估年度之預期每股盈餘乘以該平均現金股息配發率;以及該第二預估年度之預期每股股東權益為該第一預估年度之預期每股股東權益加上該第二預估年度之預期每股盈餘再減去該第二預估年度之預期每股現金股息。 The computer program product according to claim 18 or 19, wherein in the foregoing step (3), the evaluation factor is generated by: the expected earnings per share for the first estimated year after the base year is The expected annual shareholder equity for the base year is multiplied by the average return on equity; the first estimated year is the first year from the base year that does not overlap with the base year; The expected cash dividend per share for the first estimated year is the earnings per share for the base year multiplied by the average cash dividend allotment rate; the expected shareholder equity for the first estimated year is the shareholder per share for the base year The equity plus the expected earnings per share for the first estimated year minus the expected cash dividend per share for the first estimated year; the expected earnings per share for the second estimated year after the base year is the first Estimated annual shareholder's equity per share multiplied by the average return on equity; the second estimated year is the second year from the base year that does not overlap with the first forecast year; Estimated annual cash dividend per share is the expected earnings per share for the first estimated year multiplied by the average cash dividend allotment rate; and the expected annual shareholder equity for the second estimated year is the first estimated year The expected shareholder's equity per share plus the expected earnings per share for the second estimated year minus the expected cash dividend per share for the second estimated year. 一種內儲證券資訊處理程式之電腦程式產品,用於建構具有預定數目證券之指數,經由電腦載入該程式並執行後,進行下述步驟:(1)選擇複數證券,所選擇之證券數目大於或等於該預定數目;(2)設定評估日,收集各該證券之證券資料,該證券資料包括:財務會計資料、本益比、和交易價格;該財務會計資料包括:該評估日之前複數歷史年度之股東權益、淨利、和現金股息;(3)依據所選擇證券之財務會計資料分別產生價值因子,該價值因子包括:平均股東權益報酬率、平均現金股利配發率、基準年度之每股股東權益、和該基準年度之每股盈餘;該基準年度係由四個季度所組成,所述的四個季度係由該評估日往前起算能取得該財務會計資料的連續四個季度;(4)依據各該證券之價值因子,分別產生各該證券於該基準年度之後複數預估年度之評估因子,其中,該評估因子 包括該複數預估年度之預期每股盈餘、預期每股現金股息、和預期每股股東權益;(5)依據各該證券之預期每股盈餘與本益比分別產生該複數預估年度之最末預估股價;(6)依據各該證券之交易價格、最末預估股價、預期每股現金股息、和該複數預估年度之總年數,以輸出各該證券之預期年化報酬率;(7)依據該預期年化報酬率由大至小挑選各該證券作為該指數的成份證券,所挑選的證券數目等於該預定數目;以及(8)利用各該成份證券之預期年化報酬率來加權各該成份證券以配置權重予各該成份證券,該預期年化報酬率與所配置之該權重呈正相關。 A computer program product for storing a securities information processing program for constructing an index having a predetermined number of securities. After loading and executing the program via a computer, the following steps are performed: (1) selecting a plurality of securities, the number of selected securities is greater than Or equal to the predetermined number; (2) setting an evaluation date, collecting securities information of each of the securities, the securities information including: financial accounting materials, a price-earning ratio, and a transaction price; the financial accounting materials include: plural history before the evaluation date Annual shareholders' equity, net profit, and cash dividends; (3) generating value factors based on the financial accounting data of the selected securities, including: average return on equity, average cash dividend allotment rate, and per share in the base year Shareholders' equity and the earnings per share for the base year; the base year consists of four quarters, which are four consecutive quarters from which the financial accounting information can be obtained from the assessment date; 4) based on the value factors of each of the securities, respectively, an evaluation factor for each of the securities in the multiple estimated years after the base year, The assessment factor Including the expected earnings per share for the expected year, the expected cash dividend per share, and the expected shareholder's equity per share; (5) based on the expected earnings per share and the price-to-earnings ratio of each of the securities, respectively, the most The estimated stock price at the end; (6) based on the transaction price of each of the securities, the last estimated stock price, the expected cash dividend per share, and the total number of years in the complex forecast year, to output the expected annualized return rate of each of the securities. (7) selecting each of the securities as component securities of the index according to the expected annualized rate of return, the number of selected securities equals the predetermined number; and (8) utilizing the expected annualized returns of each of the constituent securities Rate to weight each of the constituent securities to allocate weights to each of the constituent securities, and the expected annualized return rate is positively correlated with the configured weight. 如申請專利範圍第22項所述之電腦程式產品,於前述步驟(3)與前述步驟(4)之間復包括以下步驟:將該價值因子不符合價值條件之各該證券剔除;該價值條件包括:該平均股東權益報酬率大於零。 For example, in the computer program product described in claim 22, between the foregoing step (3) and the foregoing step (4), the following steps are further included: the securities whose value factors do not meet the value condition are excluded; the value condition Including: The average return on equity is greater than zero. 如申請專利範圍第22或23項所述之電腦程式產品,其中,於前述步驟(8)之加權復包括:利用各該成份證券於該複數歷史年度中的股東權益報酬率之標準差修正各該成份證券之權重;該標準差與所配置之該權重呈負相關。 The computer program product of claim 22 or 23, wherein the weighting of the foregoing step (8) comprises: correcting each of the component securities by a standard deviation of the return on equity of the securities in the plural historical year. The weight of the component security; the standard deviation is inversely related to the configured weight.
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