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通常已建立的指數基金，經過一段時間後其追蹤指數的效能已經無法滿足初期建購時的要求，此時管理者便面臨指數基金投資組合的調整問題。本論文融合建構指數基金的方法及最小化交易成本的概念，提出一個新的混合整數線性規劃模型以調整指數基金投資組合。模型亦考慮實務中交易成本、最小交易單位及批量、固定交易費用比率、以及資產總類數等限制。因此，模型包含整數變數及二元變數，求解也較為困難許多。本論文以啟發式演算法增進求解的效率，並以台灣50指數的相關資料做為實證研究的對象。 / The efficiency of index-tracking in index fund, which has been built, has usually been incapable to meet the needs after a period of time. In this moment, the managers have to face with the problems of the adjusting for index fund portfolio. In this paper, we integrate the methods of constructing index fund and the concepts of minimum transaction cost with it, and propose a new mixed integer linear program model to adjust the index fund portfolio. Moreover, the model also considers some limitations, such as the transaction costs, minimum transaction units and lots, fixed proportional transaction rates, and cardinality constraint in practical operating. For this reason, a set of integer variables and binary variables are introduced. However, they increase the computational complexity in model solution. Due to the difficulty of the MILP problem, a heuristic algorithm has been developed for the solution. The computational results are presented by applying the model to the Taiwan 50 index.

本篇論文以分析師對未來公司盈餘預測為基礎，使用剩餘所得模型來對台灣股票市場做實證研究。在這個架構下，我們比較了剩餘所得模型評價法與各種不同的傳統評價法對台灣50成分股的估算表現。 本篇論文的實證發現，內含價值對股票價格比率(intrinsic value to price ratio)對台灣50成分股的預測，在中短期的投資期間內相較於傳統評價法，預測力最高。帳面價值對股票價格比率(book value to price ratio)則在長期的投資期間內，預測力顯著高於其他評價法。盈餘對價格比率(earnings to price ratio)預測力最低。而將所有評價法一同列入考慮時，則發現並沒有任何一種評價法能明顯主宰其他不同的評價法，各種評價方法在預測未來股市表現是互補的。 本篇論文進一步探討剩餘所得模型評價法對台灣50成分股的交易策略，發現以剩餘所得模型估算出的內含價值為標準來進行交易，能得到正報酬。而考慮會計保守原則的模型報酬率能顯著高於沒有將會計保守原則列入考慮的模型。 / We provide an empirical assessment of the residual income valuation model bases on analysts’ forecast data in Taiwan stock market. In this framework, we compare the performance of alternative estimates of intrinsic value with traditional valuation estimates for the component stocks of TSEC Taiwan 50 Index. According to our results, intrinsic value-to-price ratio is a reliable predictor of market returns over short-to-mid period and book-to-price ratios is a reliable predictor over long horizons. Unlike the two ratios, earnings-to-price ratio has little predictive power for returns in Taiwan stock market. Furthermore, intrinsic value-to-price ratio does not dominate traditional valuation but provide another perspective of stock valuation, and we can have a better forecast of future return of Taiwan stock market with consideration of all valuation estimates.

本文以摩根台指與台灣50指數成分股調整的股價效應做比較，兩者對於成分股調整的宣告及生效是否存在異常報酬，而異常報酬的不同是否與其指數編制方式有關。實證結果發現摩根台指新增股具有 顯著正報酬、剔除股具有顯著負報酬，且在宣告日二十天後價格呈現反轉，符合價格壓力假說。而台灣50指數新增股異常報酬則不顯著異於零，兩種指數的新增股在宣告成份股調整後皆有超額成交量、流動性持續增加。再者摩根台指的宣告效果比台灣50指數強，且透過加權的方式較能表現出指數成份股調整所帶來的現貨價格影響。 / The study examines both the price and volume effect of stock additions or deletions on both the MSCI Taiwan index and Taiwan50 index. We document significant abnormal returns of stock additions and deletions for the MSCI Taiwan Index both on the announced period or on the effective period. In addition, we also find a significant abnormal return of stock deletions for Taiwan 50 Index either announced period or the effective period. While we do not find any significant abnormal return of stock additions. Further more, both the announced date effect and the effective date effect for MSCI Taiwan Index are stronger than those for Taiwan 50 Index. Our results support the price pressure hypothesis.