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A machine learning based asset pricing factor model comparison on anomaly portfolios
16 references·0 citing·18 second hop
A machine learning based asset pricing factor model comparison on anomaly portfolios (2021)A machine learning based asset pricing fa…Deep Learning in Asset Pricing (2023)Deep Learning in Asset PricingEmpirical Asset Pricing via Machine Learning (2020)Empirical Asset Pricing via M…Mispricing Factors (2016)Mispricing FactorsDissecting Anomalies with a Five-Factor Model (2015)Dissecting Anomalies with a F…A five-factor asset pricing model (2014)A five-factor asset pricing m…Betting against beta (2013)Betting against betaLiquidity Risk and Expected Stock Returns (2003)Liquidity Risk and Expected S…Nonlinear Pricing Kernels, Kurtosis Preference, and Evidence from the Cross Section of Equity Returns (2002)Nonlinear Pricing Kernels, Ku…On Persistence in Mutual Fund Performance (1997)On Persistence in Mutual Fund…Common risk factors in the returns on stocks and bonds (1993)Common risk factors in the re…Business conditions and expected returns on stocks and bonds (1989)Business conditions and expec…The arbitrage theory of capital asset pricing (1976)The arbitrage theory of capit…THE VALUATION OF RISK ASSETS AND THE SELECTION OF RISKY INVESTMENTS IN STOCK PORTFOLIOS AND CAPITAL BUDGETS**This paper is another in a series of interrelated theoretical and statistical studies of corporate financial and investment policies being made under grants from the Rockefeller Foundation, and more recently the Ford Foundation, to the Harvard Business School. The generous support for this work is most gratefully acknowledged. The author is also much indebted to his colleagues Professors Bishop, Christenson, Kahr, Raiffa, and (especially) Schlaifer, for extensive discussion and commentary on an earlier draft of this paper; but responsibility for any errors or imperfections remains strictly his own.[Professor Sharpe's paper, “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk” (Journal of Finance, September 1964) appeared after this paper was in final form and on its way to the printers. My first section, which parallels the first half of his paper (with corresponding conclusions), sets the algebraic framework for sections II, III and VI, (which have no counterpart in his paper) and for section IV on the equilibrium prices of risk assets, concerning which our results differ significantly for reasons which will be explored elsewhere. Sharpe does not take up the capital budgeting problem developed in section V below.] (1975)THE VALUATION OF RISK ASSETS …Capital Market Equilibrium with Restricted Borrowing (1972)Capital Market Equilibrium wi…The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets (1965)The Valuation of Risk Assets …CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)CAPITAL ASSET PRICES: A THEOR…Risk, Return, and Equilibrium: Empirical Tests (1973)The Cross-Section of Expected Stock Returns (1992)The Cost of Capital, Corporation Finance and the Theory of Investment (1958)Dividend Policy, Growth, and the Valuation of Shares (1961)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)The cost of capital, corporation finance and the theory of investment (2008)An Intertemporal Capital Asset Pricing Model (1973)The relationship between return and market value of common stocks (1981)Efficient Capital Markets: II (1991)Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency (1993)Illiquidity and stock returns: cross-section and time-series effects (2002)Market Liquidity and Funding Liquidity (2008)Financial Intermediation and Delegated Monitoring (1984)The Pricing of Options and Corporate Liabilities (1973)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Multifactor Explanations of Asset Pricing Anomalies (1996)Editor's Choice Digesting Anomalies: An Investment ApproachDigesting Anomalies: An Investment Approach (2012)
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References

  • 1993Common risk factors in the returns on stocks and bonds26,615 cited
  • 1964CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK*20,205 cited
  • 1997On Persistence in Mutual Fund Performance17,267 cited
  • 2014A five-factor asset pricing model8,065 cited
  • 1965The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets7,887 cited
  • 1976The arbitrage theory of capital asset pricing7,207 cited
  • 1975THE VALUATION OF RISK ASSETS AND THE SELECTION OF RISKY INVESTMENTS IN STOCK PORTFOLIOS AND CAPITAL BUDGETS**This paper is another in a series of interrelated theoretical and statistical studies of corporate financial and investment policies being made under grants from the Rockefeller Foundation, and more recently the Ford Foundation, to the Harvard Business School. The generous support for this work is most gratefully acknowledged. The author is also much indebted to his colleagues Professors Bishop, Christenson, Kahr, Raiffa, and (especially) Schlaifer, for extensive discussion and commentary on an earlier draft of this paper; but responsibility for any errors or imperfections remains strictly his own.[Professor Sharpe's paper, “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk” (Journal of Finance, September 1964) appeared after this paper was in final form and on its way to the printers. My first section, which parallels the first half of his paper (with corresponding conclusions), sets the algebraic framework for sections II, III and VI, (which have no counterpart in his paper) and for section IV on the equilibrium prices of risk assets, concerning which our results differ significantly for reasons which will be explored elsewhere. Sharpe does not take up the capital budgeting problem developed in section V below.]6,804 cited
  • 2003Liquidity Risk and Expected Stock Returns5,362 cited
  • 1989Business conditions and expected returns on stocks and bonds

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3,934 cited
  • 1972Capital Market Equilibrium with Restricted Borrowing3,097 cited
  • 2020Empirical Asset Pricing via Machine Learning2,832 cited
  • 2013Betting against beta2,055 cited
  • 2015Dissecting Anomalies with a Five-Factor Model929 cited
  • 2016Mispricing Factors920 cited
  • 2002Nonlinear Pricing Kernels, Kurtosis Preference, and Evidence from the Cross Section of Equity Returns840 cited
  • 2023Deep Learning in Asset Pricing502 cited
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