Essays On Stock Return Predictability And Portfolio Allocation
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Essays On Stock Return Predictability And Portfolio Allocation
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Author : Bradley Steele Paye
language : en
Publisher:
Release Date : 2004
Essays On Stock Return Predictability And Portfolio Allocation written by Bradley Steele Paye and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Asset allocation categories.
Essays On Optimal Portfolio Decisions For Long Term Investors
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Author : Hui-Ju Tsai
language : en
Publisher:
Release Date : 2010
Essays On Optimal Portfolio Decisions For Long Term Investors written by Hui-Ju Tsai and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Asset allocation categories.
This dissertation contains two essays on the optimal portfolio decision for long-term investors. The first essay studies the optimal asset allocation for long-horizon investors with non-tradable labor income when multiple risky asset returns are predictable. It finds that more risk-averse investors hold a higher bond/stock ratio in their risky portfolios when labor income is positively correlated with stock return or independent of risky asset returns, but the reverse is true when labor income is positively correlated with bond return. The allocation to stock inherits the inverted U-shaped pattern of labor income growth with respect to expected time until retirement. These results suggest that popular recommendations of investment advisors that more conservative investors should hold a higher bond/stock ratio and that the portfolio allocation to stock should equal 100 minus age may both lack theoretical justification. In the out-of-sample performance test, the dynamic portfolio shows the highest mean returns and Sharpe ratio than two benchmark portfolios, justifying the economic significance of incorporating the time-variation of investment opportunities and nontradable labor income into investors' portfolio choice. The second essay studies employees' optimal portfolio in their defined contribution pension plans. Assuming a discrete time model with predictable risky asset returns, the essay finds that the employees' optimal portfolio decision can be greatly affected by the employees' time to retirement, risk preference, contribution rate as well as the correlation between labor income and asset returns. Performance test shows that the gains from adopting the dynamic portfolio strategy relative to several benchmark strategies, including the 1/n rule, the optimal static strategy with and without the consideration of asset return predictability, all stock strategy, and all company stock strategy, are economically significant and the economic gain increases with employees' risk aversion. The empirical evidence that employees invest significantly in their company stock in pension plans is difficult to be justified, even after the consideration of short-sale constraints, higher expected company stock return, employees' familiarity with their company, and employers' exclusive match policy. Over allocation to company stock can be very costly, especially to conservative employees.
Essays On Market Microstructure And Return Predictability Of Mutual Funds
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Author : Ekaterina Serikova
language : en
Publisher:
Release Date : 2020
Essays On Market Microstructure And Return Predictability Of Mutual Funds written by Ekaterina Serikova and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
This thesis contains three papers. Each paper addresses a distinct research question and is implemented on a separate dataset. The first paper concludes that daytime auctions, together with market opening and closing intervals, contribute to the periodicity of the cross-section of stock returns. By applying the model of infrequent rebalancing, I show that model parameters fit the data for the after-auction intervals. I thus conclude that after-auction periods take over a large share of infrequent rebalancing and show that this effect is driven by the concentration of liquidity traders. Small, low-fragmented stocks heavily traded on the home market show the strongest evidence for infrequent rebalancing after the daytime auctions. The second paper sheds light on how traders allocate risk of stock portfolios in a trading day. Traders decrease risk before the market close. They do so by selling stocks with the highest marginal risk and buying stocks that decrease the risk of their portfolio the most. As our measure of portfolio risk relates to the one that clearing houses use for the margin requirements, we conclude that the risk-reduction behavior is driven by traders' reluctance to provide end-of-day margin contributions to the CCP. These trading flows in the direction of risk contraction distort closing stock prices. The third paper replicates and combines eight prominent predictors of mutual fund returns to obtain a composite, aggregate fund predictor. While only three of the eight individual variables are significant predictors of future fund performance in a multivariate setting, the composite predictor has strong forecasting power. A hypothetical quintilebased long-short strategy based on the composite predictor realizes a four-factor alpha of 6% per year. The performance spread is robust to different regression specifications, is similar for different size classes and investment styles, and persists over time. Our results p.
The Equity Risk Premium
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Author : William N. Goetzmann
language : en
Publisher: Oxford University Press
Release Date : 2006-11-16
The Equity Risk Premium written by William N. Goetzmann and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-11-16 with Business & Economics categories.
This book aims to create a strong understanding of the empirical basis for the equity risk premium. Through the research and anaylsis of two scholars who are experts in this field, this volume presents the key issues that are paramount to investors, including whether or not to use historical data as a method of equity investing, and can the equity premium reflect changes in fundamental values and cash flows of the market.
Essays In Asset Allocation
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Author : Huacheng Zhang
language : en
Publisher:
Release Date : 2013
Essays In Asset Allocation written by Huacheng Zhang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
This dissertation consists of two essays in asset allocation. In the first essay, I measure the value of active money management. I explore this issue by comprehensively examining the parametric rule proposed by Brandt, Santa-Clara and Valkanov (2009) (the BSV rule) out-of-sample for portfolio selection among 3516 stocks in CRSP and comparing this rule to the mean-variance (MV) rule and the naïve 1/N rule recently advocated by DeMiguel, Garlappi and Uppal (2009). The BSV rule outperforms both the MV and 1/N rules and the outperformance is robust to investment horizons and stock market states. The BSV rule is effective for investors with different preferences or investment opportunities. The effectiveness of the BSV rule is robust to data screening criteria, estimation periods, portfolio performance evaluation models, the business cycle, and stock market states. In the second essay, I explore the question of whether macroeconomic state variables are able to predict cross-sectional stock returns from the perspective of asset allocation. I find that conditioning on macroeconomic state variables leads to optimal portfolios with a Carhart alpha that is 125 basis points per month higher than unconditional optimal portfolios out-of-sample. Unfortunately, conditioning on macroeconomic states is subject to an "overfitting" problem and can lead investors to experience unexpected huge losses. My results suggest that macroeconomic state variables mare able to predict cross-sectional stock returns but risk-averse investors need to combine other funds (e.g. market portfolio) to take advantage of this predictability.
Three Essays On The Predictability Of Stock Returns
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Author : Amit Goyal
language : en
Publisher:
Release Date : 2001
Three Essays On The Predictability Of Stock Returns written by Amit Goyal and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Stocks categories.
Stock Return Predictability
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Author : Arthur Ritter
language : en
Publisher: GRIN Verlag
Release Date : 2015-05-27
Stock Return Predictability written by Arthur Ritter and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-27 with Business & Economics categories.
Research Paper (postgraduate) from the year 2015 in the subject Business economics - Banking, Stock Exchanges, Insurance, Accounting, grade: 17 (1,3), University of St Andrews (School of Management), course: Investment and Portfolio Management, language: English, abstract: Empirical evidence of stock return predictability obtained by financial ratios or macroeconomic factors has received substantial attention and remains a controversial topic to date. This is no surprise given that the existence of return predictability is not only of interest to practitioners but also introduces severe implications for financial models of risk and return. Founded on the assumption of efficient capital markets, research on capital asset pricing models has instigated this emergence of stock return predictability factors. Analysing these factors categorically, this paper will provide a balanced discussion of advocates as well as sceptics of stock return predictability. This essay will commence by firstly outlining the fundamental assumptions of an efficient capital market and its implications for return predictability. Subsequently, a thorough focus will be placed on the most significant predictability factors, including fundamental financial ratios and macroeconomic indicators as well as the validity of sampling methods used to attain return forecasts. Lastly this essay will reflect on the findings while proposing areas of further research.
Dynamic Asset Allocation Equity Return Predictability And Market Anomalies
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Author : Paul Dou
language : en
Publisher:
Release Date : 2013
Dynamic Asset Allocation Equity Return Predictability And Market Anomalies written by Paul Dou and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Asset allocation categories.
Essays On Stock Return Predictability
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Author : Qing Bai
language : en
Publisher:
Release Date : 2014
Essays On Stock Return Predictability written by Qing Bai and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
The dissertation consists of two essays. Essay I examines the return predictability by firm level R & D and innovation measures and shows that technology spillover helps to explain the positive innovation-return relation. Essay II propose a novel measure of conditional value premium based on firm's stock split announcement. This measure is shown to have a strong predicting power over value premium both in sample and out of sample. Essay I: I show that technology spillovers are important information phenomena that benefit both other innovators (as emphasized in the Industrial Organization literature) and stock market investors. I find that the premium associated with R & D and patenting activities is largely restricted to firms located in more isolated technology spaces with fewer spillovers. Moreover, there is a strong lead-lag effect among firms engaging in innovative activities: the stock prices of firms in more isolated technology spaces react more slowly to new information than do the stock prices of firms in more competitive technology spaces. Finally, announcement-day returns to patent grants are greater for more technologically important patents (measured by forward citations), but only for firms in more crowded technology spaces. My results indicate that investors are able to value innovative investments by exploiting the information flows associated with greater technology spillovers. Essay II: I propose a novel conditional value premium measure based on the present-value relation that the stock price impact of a firm's public announcement reveals the firm's expected discount rates. Specifically, because most splitting stocks are growth stocks on which, by construction, the value premium has strong influence, the average splitting stock announcement-day returns track closely conditional value premium. I find very similar results using announcements of divested asset acquisitions in which acquirers are usually growth firms. Consistent with risk-based explanations, my conditional value premium measure correlates positively with future GDP growth and helps explain the cross-section of stock returns.
Essays In Asset Allocation
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Author : Xin Gao
language : en
Publisher:
Release Date : 2016
Essays In Asset Allocation written by Xin Gao and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Commodity exchanges categories.
This dissertation consists of two essays in asset allocation. In the first essay, I explore the question of how investors should optimally incorporate commodities in their multi-asset portfolios, or even if they should at all. To tackle this problem, I conduct a comprehensive out-of-sample assessment on the economic value of commodities in multi-asset investment strategies for both mean-variance and non-mean-variance investors who exploit the predictability of time-varying asset return moments. With both monthly and quarterly rebalancing frequencies, I find that predictability makes the addition of commodities profitable even when short-selling and high leverage are not permitted. For instance, a mean-variance (non mean-variance) investor rebalancing quarterly, with moderate risk aversion and leverage, would be willing to pay up to 108 (155) basis points per year after transaction cost for adding commodities into her stock, bond and cash portfolio. In the second essay, I study the economic value generated by active equity mutual funds from an investor’s perspective. I employ an optimization-based portfolio approach to construct a composite investment strategy of U.S. active equity mutual funds. The strategy jointly exploits the conditioning information conveyed by multiple fund characteristics and macroeconomic variables about the cross-section of fund performance. Based on an extensive out-of-sample performance evaluation, I find that the proposed strategy consistently outperforms a large set of passive investments that rely on index funds as well as the strategies that exploit the fund characteristics on an individual basis. The outperformance is net of fees and expenses and after precluding short-sales and leverage. I further show that the proposed strategy’s superior performance derives from effectively exploiting the predictive power of distinct fund characteristics to shift portfolio allocation toward (away from) funds with future outperformance (underperformance) as market conditions evolve over time. The findings indicate that investing in active equity mutual funds can add significant economic value for investors if the time-varying predictability in fund performance is properly taken into account and if an optimal portfolio approach, as opposed to simpler strategies based on sorting or on equal-weighted schemes, is adopted.