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Published in: Review of Quantitative Finance and Accounting 3/2014

01-04-2014 | Original Research

The evolution of capital asset pricing models

Authors: Yi-Cheng Shih, Sheng-Syan Chen, Cheng-Few Lee, Po-Jung Chen

Published in: Review of Quantitative Finance and Accounting | Issue 3/2014

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Abstract

The capital asset pricing models (CAPM) has been the benchmark of asset pricing models and has been used to calculate asset returns and the cost of capital for more than four decades. Many researchers have tried to relax the original assumptions and generalize the static CAPM. We survey the important alternative theoretical models of capital asset pricing and provide a complete review of the evolution of asset pricing models. We also discuss the interrelationships among these models and suggest several possible directions for future research. Our results might be used as a guideline for future theoretical and empirical research in capital asset pricing.

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Literature
go back to reference Acharya VV, Pedersen LH (2005) Asset pricing with liquidity risk. J Financ Econ 77:375–410CrossRef Acharya VV, Pedersen LH (2005) Asset pricing with liquidity risk. J Financ Econ 77:375–410CrossRef
go back to reference Balvers RJ, Huang D (2007) Productivity-based asset pricing: theory and evidence. J Financ Econ 86:405–445CrossRef Balvers RJ, Huang D (2007) Productivity-based asset pricing: theory and evidence. J Financ Econ 86:405–445CrossRef
go back to reference Balvers RJ, Huang D (2009) Money and the (C) CAPM: theory and evaluation. J Financial Quant Anal 44:337–368CrossRef Balvers RJ, Huang D (2009) Money and the (C) CAPM: theory and evaluation. J Financial Quant Anal 44:337–368CrossRef
go back to reference Balvers RJ, Cosimano TF, McDonald B (1990) Predicting stock returns in an efficient market. J Finance 45:1109–1128CrossRef Balvers RJ, Cosimano TF, McDonald B (1990) Predicting stock returns in an efficient market. J Finance 45:1109–1128CrossRef
go back to reference Barberis N, Huang M (2008) Stocks as lotteries: the implications of probability weighting for security prices. Am Econ Rev 98:2066–2100CrossRef Barberis N, Huang M (2008) Stocks as lotteries: the implications of probability weighting for security prices. Am Econ Rev 98:2066–2100CrossRef
go back to reference Barberis N, Huang M, Santos T (2001) Prospect theory and asset prices. Q J Econ 116:1–53CrossRef Barberis N, Huang M, Santos T (2001) Prospect theory and asset prices. Q J Econ 116:1–53CrossRef
go back to reference Basak S (2005) Asset pricing with heterogeneous beliefs. J Bank Finance 29:2849–2881CrossRef Basak S (2005) Asset pricing with heterogeneous beliefs. J Bank Finance 29:2849–2881CrossRef
go back to reference Black SW (1976) Rational response to shocks in a dynamic model of capital asset pricing. Am Econ Rev 66:767–779 Black SW (1976) Rational response to shocks in a dynamic model of capital asset pricing. Am Econ Rev 66:767–779
go back to reference Black F, Scholes M (1974) The effects of dividend yield and dividend policy on common stock prices and returns. J Financ Econ 1:1–22CrossRef Black F, Scholes M (1974) The effects of dividend yield and dividend policy on common stock prices and returns. J Financ Econ 1:1–22CrossRef
go back to reference Black F, Jensen M, Scholes M (1972) The capital asset pricing model: some empirical tests. In: Jensen M (ed). Studies in the theory of capital markets. Praeger, New York, NY, pp 79–121 Black F, Jensen M, Scholes M (1972) The capital asset pricing model: some empirical tests. In: Jensen M (ed). Studies in the theory of capital markets. Praeger, New York, NY, pp 79–121
go back to reference Borch K (1969) A note on uncertainty and indifference curves. Rev Econ Stud 36:1–4CrossRef Borch K (1969) A note on uncertainty and indifference curves. Rev Econ Stud 36:1–4CrossRef
go back to reference Box GEP, Cox DR (1964) An analysis of transformations. J R Stat Soc 26:211–243 Box GEP, Cox DR (1964) An analysis of transformations. J R Stat Soc 26:211–243
go back to reference Brav A, Constantinides GM, Geczy CC (2002) Asset pricing with heterogeneous consumers and limited participation: empirical evidence. J Political Econ 110:793–824CrossRef Brav A, Constantinides GM, Geczy CC (2002) Asset pricing with heterogeneous consumers and limited participation: empirical evidence. J Political Econ 110:793–824CrossRef
go back to reference Breeden DT (1979) An intertemporal asset pricing model with stochastic consumption and investment opportunities. J Financ Econ 7:265–296CrossRef Breeden DT (1979) An intertemporal asset pricing model with stochastic consumption and investment opportunities. J Financ Econ 7:265–296CrossRef
go back to reference Brennan MJ (1970) Taxes, market valuation and corporate financial policy. Natl Tax J 23:417–427 Brennan MJ (1970) Taxes, market valuation and corporate financial policy. Natl Tax J 23:417–427
go back to reference Campbell JY (1993) Intertemporal asset pricing without consumption data. Am Econ Rev 83:487–512 Campbell JY (1993) Intertemporal asset pricing without consumption data. Am Econ Rev 83:487–512
go back to reference Campbell JY, Cochrane JH (1999) By force of habit: a consumption-based explanation of aggregate stock market behavior. J Political Econ 107:205–251CrossRef Campbell JY, Cochrane JH (1999) By force of habit: a consumption-based explanation of aggregate stock market behavior. J Political Econ 107:205–251CrossRef
go back to reference Cecchetti S, Lam PS, Mark N (1990) Mean reversion in equilibrium asset prices. Am Econ Rev 80:398–418 Cecchetti S, Lam PS, Mark N (1990) Mean reversion in equilibrium asset prices. Am Econ Rev 80:398–418
go back to reference Chang JR, Hung MW (2000) An international asset pricing model with time-varying hedging risk. Rev Quant Finance Account 15:235–257 Chang JR, Hung MW (2000) An international asset pricing model with time-varying hedging risk. Rev Quant Finance Account 15:235–257
go back to reference Cheng PL, Grauer RR (1980) An alternative test of the capital asset pricing model. Am Econ Rev 70:660–671 Cheng PL, Grauer RR (1980) An alternative test of the capital asset pricing model. Am Econ Rev 70:660–671
go back to reference Cochrane JH (1991) Production-based asset pricing and the link between stock returns and economic fluctuations. J Finance 46:209–237CrossRef Cochrane JH (1991) Production-based asset pricing and the link between stock returns and economic fluctuations. J Finance 46:209–237CrossRef
go back to reference Cochrane JH (1996) A cross-sectional test of an investment-based asset pricing model. J Political Econ 104:572–621CrossRef Cochrane JH (1996) A cross-sectional test of an investment-based asset pricing model. J Political Econ 104:572–621CrossRef
go back to reference Cochrane JH (2005) Financial markets and the real economy. Working paper. (University of Chicago) Cochrane JH (2005) Financial markets and the real economy. Working paper. (University of Chicago)
go back to reference Constantinides GM (1982) Intertemporal asset pricing with heterogeneous consumers and without demand aggregation. J Bus 55:253–267CrossRef Constantinides GM (1982) Intertemporal asset pricing with heterogeneous consumers and without demand aggregation. J Bus 55:253–267CrossRef
go back to reference Constantinides GM, Duffie D (1996) Asset pricing with heterogeneous consumers. J Political Econ 104:219–240CrossRef Constantinides GM, Duffie D (1996) Asset pricing with heterogeneous consumers. J Political Econ 104:219–240CrossRef
go back to reference Copeland TE, Weston JF, Shastri K (2005) Financial theory and corporate policy. Pearson Addison Wesley, Boston Copeland TE, Weston JF, Shastri K (2005) Financial theory and corporate policy. Pearson Addison Wesley, Boston
go back to reference Dybvig PH, Ross SA (2003) Arbitrage, state prices and portfolio theory. In: Constantinides G, Harris M, Stulz R (eds) Handbook of the economics of finance, Vol 1B. Elsevier Science, Amsterdam, pp 605–637 Dybvig PH, Ross SA (2003) Arbitrage, state prices and portfolio theory. In: Constantinides G, Harris M, Stulz R (eds) Handbook of the economics of finance, Vol 1B. Elsevier Science, Amsterdam, pp 605–637
go back to reference Epstein L, Zin S (1989) Substitution, risk aversion, and temporal behavior of consumption and asset returns: a theoretical framework. Econometrica 57:937–969CrossRef Epstein L, Zin S (1989) Substitution, risk aversion, and temporal behavior of consumption and asset returns: a theoretical framework. Econometrica 57:937–969CrossRef
go back to reference Epstein LG, Zin SE (1991) Substitution, risk aversion, and the temporal behavior of consumption and asset returns: an empirical analysis. J Polit Econ 99:263–286CrossRef Epstein LG, Zin SE (1991) Substitution, risk aversion, and the temporal behavior of consumption and asset returns: an empirical analysis. J Polit Econ 99:263–286CrossRef
go back to reference Fama EF, French KR (1988) Permanent and temporary components of stock prices. J Political Econ 96:246–273CrossRef Fama EF, French KR (1988) Permanent and temporary components of stock prices. J Political Econ 96:246–273CrossRef
go back to reference Fama EF, French KR (1992) The cross-section of expected stock returns. J Finance 47:427–465CrossRef Fama EF, French KR (1992) The cross-section of expected stock returns. J Finance 47:427–465CrossRef
go back to reference Fama EF, French KR (1996) Multifactor explanations of asset pricing anomalies. J Econ Perspect 18:25–46CrossRef Fama EF, French KR (1996) Multifactor explanations of asset pricing anomalies. J Econ Perspect 18:25–46CrossRef
go back to reference Fama EF, French KR (2004) The capital asset pricing model: theory and evidence. J Finance 51:55–84CrossRef Fama EF, French KR (2004) The capital asset pricing model: theory and evidence. J Finance 51:55–84CrossRef
go back to reference Fama EF, MacBeth J (1973) Risk, return, and equilibrium: empirical tests. J Political Econ 81:607–636CrossRef Fama EF, MacBeth J (1973) Risk, return, and equilibrium: empirical tests. J Political Econ 81:607–636CrossRef
go back to reference Feldstein MS (1969) Mean-variance analysis in the theory of liquidity preference and portfolio selection. Rev Econ Stud 36:5–12CrossRef Feldstein MS (1969) Mean-variance analysis in the theory of liquidity preference and portfolio selection. Rev Econ Stud 36:5–12CrossRef
go back to reference Grinols EL (1984) Production and risk leveling in the intertemporal capital asset pricing model. J Finance 39:1571–1595CrossRef Grinols EL (1984) Production and risk leveling in the intertemporal capital asset pricing model. J Finance 39:1571–1595CrossRef
go back to reference Hagiwara M, Herce M (1997) Risk aversion and stock price sensitivity to dividends. Am Econ Rev 4:738–745 Hagiwara M, Herce M (1997) Risk aversion and stock price sensitivity to dividends. Am Econ Rev 4:738–745
go back to reference Hart OD (1974) On the existence of equilibrium in a securities model. J Econ Theory 9:293–311CrossRef Hart OD (1974) On the existence of equilibrium in a securities model. J Econ Theory 9:293–311CrossRef
go back to reference Harvey CR, Siddique A (2000) Conditional skewness in asset pricing tests. J Finance 55:1263–1295CrossRef Harvey CR, Siddique A (2000) Conditional skewness in asset pricing tests. J Finance 55:1263–1295CrossRef
go back to reference Holmström B, Tirole J (2001) LAPM: a liquidity-based asset pricing model. J Finance 56:1837–1867CrossRef Holmström B, Tirole J (2001) LAPM: a liquidity-based asset pricing model. J Finance 56:1837–1867CrossRef
go back to reference Ingersoll J (1975) Multidimensional security pricing. J Financial Quant Anal 10:785–798CrossRef Ingersoll J (1975) Multidimensional security pricing. J Financial Quant Anal 10:785–798CrossRef
go back to reference Jagannathan R, Wang Z (1996) The conditional CAPM and the cross-section of expected returns. J Finance 51:3–53CrossRef Jagannathan R, Wang Z (1996) The conditional CAPM and the cross-section of expected returns. J Finance 51:3–53CrossRef
go back to reference Jean WH (1971) The extension of portfolio analysis to three or more parameters. J Financial Quant Anal 6:505–515CrossRef Jean WH (1971) The extension of portfolio analysis to three or more parameters. J Financial Quant Anal 6:505–515CrossRef
go back to reference Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision under risk. Econometrica 47:263–291CrossRef Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision under risk. Econometrica 47:263–291CrossRef
go back to reference Krep D, Porteus E (1978) Temporal resolution of uncertainty and dynamic choice theory. Econometrica 46:185–200CrossRef Krep D, Porteus E (1978) Temporal resolution of uncertainty and dynamic choice theory. Econometrica 46:185–200CrossRef
go back to reference Kumar P, Sorescu SM, Boehme RD, Danielsen BR (2008) Estimation risk, information, and the conditional CAPM: theory and evidence. Rev Financial Stud 21:1037–1075CrossRef Kumar P, Sorescu SM, Boehme RD, Danielsen BR (2008) Estimation risk, information, and the conditional CAPM: theory and evidence. Rev Financial Stud 21:1037–1075CrossRef
go back to reference Lee CF (1976) Investment horizon and the functional form of the capital asset pricing model. Rev Econ Stat 58:356–363CrossRef Lee CF (1976) Investment horizon and the functional form of the capital asset pricing model. Rev Econ Stat 58:356–363CrossRef
go back to reference Lee CF (1977) Functional form, skewness effect, and the risk-return relationship. J Financial Quant Anal 12:55–72CrossRef Lee CF (1977) Functional form, skewness effect, and the risk-return relationship. J Financial Quant Anal 12:55–72CrossRef
go back to reference Lee CF, Wu C, Wei KCJ (1990) The heterogeneous investment horizon and the capital asset pricing model: theory and implications. J Financial Quant Anal 25:361–376CrossRef Lee CF, Wu C, Wei KCJ (1990) The heterogeneous investment horizon and the capital asset pricing model: theory and implications. J Financial Quant Anal 25:361–376CrossRef
go back to reference Lee CF, Tsai CM, Lee AC (2009) A dynamic CAPM with supply effect: theory and empirical results. Q Rev Econ Finance 49:811–828CrossRef Lee CF, Tsai CM, Lee AC (2009) A dynamic CAPM with supply effect: theory and empirical results. Q Rev Econ Finance 49:811–828CrossRef
go back to reference Lettau M, Ludvigson SC (2001a) Consumption, aggregate wealth, and expected stock returns. J Finance 56:815–849CrossRef Lettau M, Ludvigson SC (2001a) Consumption, aggregate wealth, and expected stock returns. J Finance 56:815–849CrossRef
go back to reference Lettau M, Ludvigson SC (2001b) Resurrecting the CAPM: a cross-sectional test when risk premiums are time-varying. J Political Econ 109:1238–1287CrossRef Lettau M, Ludvigson SC (2001b) Resurrecting the CAPM: a cross-sectional test when risk premiums are time-varying. J Political Econ 109:1238–1287CrossRef
go back to reference Levhari D, Levy H (1977) The capital asset pricing model and the investment horizon. Rev Econ Stat 59:92–104CrossRef Levhari D, Levy H (1977) The capital asset pricing model and the investment horizon. Rev Econ Stat 59:92–104CrossRef
go back to reference Levy H (2005) Encyclopedia of finance. Chapter 26, Springer Levy H (2005) Encyclopedia of finance. Chapter 26, Springer
go back to reference Levy H (2010) The CAPM is alive and well: a review and synthesis. Eur Financial Manag 16:43–71CrossRef Levy H (2010) The CAPM is alive and well: a review and synthesis. Eur Financial Manag 16:43–71CrossRef
go back to reference Levy H, De Giorigi E, Hens T (2003) Prospect theory and the CAPM: a contradiction or coexistence? Working paper Levy H, De Giorigi E, Hens T (2003) Prospect theory and the CAPM: a contradiction or coexistence? Working paper
go back to reference Levy H, Levy M, Benita G (2006) Capital asset prices with heterogeneous beliefs. J Bus 79:1317–1353CrossRef Levy H, Levy M, Benita G (2006) Capital asset prices with heterogeneous beliefs. J Bus 79:1317–1353CrossRef
go back to reference Lewellen J, Nagel S (2006) The conditional CAPM does not explain asset-pricing anomalies. J Financ Econ 82:289–314CrossRef Lewellen J, Nagel S (2006) The conditional CAPM does not explain asset-pricing anomalies. J Financ Econ 82:289–314CrossRef
go back to reference Lintner J (1965) The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets. Rev Econ Stat 47:13–17CrossRef Lintner J (1965) The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets. Rev Econ Stat 47:13–17CrossRef
go back to reference Litzenberger R, Ramaswamy K (1979) The effect of personal taxes and dividends on capital asset prices: theory and empirical evidence. J Financ Econ 7:163–195CrossRef Litzenberger R, Ramaswamy K (1979) The effect of personal taxes and dividends on capital asset prices: theory and empirical evidence. J Financ Econ 7:163–195CrossRef
go back to reference Litzenberger R, Ramaswamy K (1982) The effects of dividends on common stock prices tax effects or information effects? J Finance 2:429–443CrossRef Litzenberger R, Ramaswamy K (1982) The effects of dividends on common stock prices tax effects or information effects? J Finance 2:429–443CrossRef
go back to reference Markowitz H (1959) Portfolio selection: efficient diversification of investment. Wiley, New York Markowitz H (1959) Portfolio selection: efficient diversification of investment. Wiley, New York
go back to reference Merton R (1973) An intertemporal capital asset pricing model. Econometrica 41:867–887CrossRef Merton R (1973) An intertemporal capital asset pricing model. Econometrica 41:867–887CrossRef
go back to reference Miller MH, Modigliani F (1961) Dividend policy, growth, and the valuation of shares. J Bus 34:411–433CrossRef Miller MH, Modigliani F (1961) Dividend policy, growth, and the valuation of shares. J Bus 34:411–433CrossRef
go back to reference Morgan IG (1982) Dividends and capital asset prices. J Finance 4:1071–1086CrossRef Morgan IG (1982) Dividends and capital asset prices. J Finance 4:1071–1086CrossRef
go back to reference Mossin J (1966) Equilibrium in a capital asset market. Econommetrica 34:768–783CrossRef Mossin J (1966) Equilibrium in a capital asset market. Econommetrica 34:768–783CrossRef
go back to reference Nielsen LT (1989) Asset market equilibrium with short-selling. Rev Econ Stud 56:467–473CrossRef Nielsen LT (1989) Asset market equilibrium with short-selling. Rev Econ Stud 56:467–473CrossRef
go back to reference Pastor L, Stambaugh R (2003) Liquidity risk and expected stock returns. J Political Econ 111:642–685CrossRef Pastor L, Stambaugh R (2003) Liquidity risk and expected stock returns. J Political Econ 111:642–685CrossRef
go back to reference Roll R (1977) A critique of the asset pricing theory’s tests: part I. J Financ Econ 4:129–176CrossRef Roll R (1977) A critique of the asset pricing theory’s tests: part I. J Financ Econ 4:129–176CrossRef
go back to reference Ross S (1976 Dec) The arbitrage theory of capital asset pricing. J Econ Theory 13:341–360 Ross S (1976 Dec) The arbitrage theory of capital asset pricing. J Econ Theory 13:341–360
go back to reference Sasson BY, Kolodny R (1976) Dividend policy and capital market theory. Rev Econ Stat 58:181–190CrossRef Sasson BY, Kolodny R (1976) Dividend policy and capital market theory. Rev Econ Stat 58:181–190CrossRef
go back to reference Schweser C (1978) Multidimensional security pricing: a correction source. J Financial Quant Anal 13:177–183CrossRef Schweser C (1978) Multidimensional security pricing: a correction source. J Financial Quant Anal 13:177–183CrossRef
go back to reference Sears RS, Wei KCJ (1988) The structure of skewness preferences in asset pricing models with higher moments: an empirical test. Financial Rev 23:25–38CrossRef Sears RS, Wei KCJ (1988) The structure of skewness preferences in asset pricing models with higher moments: an empirical test. Financial Rev 23:25–38CrossRef
go back to reference Sharpe WF (1964) Capital asset prices: a theory of market equilibrium under conditions of risk. J Finance 19:425–442 Sharpe WF (1964) Capital asset prices: a theory of market equilibrium under conditions of risk. J Finance 19:425–442
go back to reference Sharpe WF (1998) Revisiting capital asset pricing model. Dow Jones Asset Management, May/June Sharpe WF (1998) Revisiting capital asset pricing model. Dow Jones Asset Management, May/June
go back to reference Stulz RM (1981a) On the effects of barriers to international investment. J Finance 36:923–934CrossRef Stulz RM (1981a) On the effects of barriers to international investment. J Finance 36:923–934CrossRef
go back to reference Stulz RM (1981b) A model of international asset pricing. J Financ Econ 9:383–406CrossRef Stulz RM (1981b) A model of international asset pricing. J Financ Econ 9:383–406CrossRef
go back to reference Stulz RM (1982) The forward exchange rate and macroeconomics. J Int Econ 12:285–299CrossRef Stulz RM (1982) The forward exchange rate and macroeconomics. J Int Econ 12:285–299CrossRef
go back to reference Stulz RM (1984) Pricing capital assets in an international setting: an introduction. J Int Bus Stud 15:55–73 Stulz RM (1984) Pricing capital assets in an international setting: an introduction. J Int Bus Stud 15:55–73
go back to reference Tobin JE (1958) Liquidity preference as behavior towards risk. Rev Econ Stud 25:65–86CrossRef Tobin JE (1958) Liquidity preference as behavior towards risk. Rev Econ Stud 25:65–86CrossRef
go back to reference Tobin JE (1965) The theory of portfolio selection. In: Hahn FH, Brechling FPR (eds) The theory of interest rates. Macmillan, London Tobin JE (1965) The theory of portfolio selection. In: Hahn FH, Brechling FPR (eds) The theory of interest rates. Macmillan, London
go back to reference Tsiang SC (1972) The rationale of the mean-standard deviation analysis, skewness preference, and the demand for money. Am Econ Rev 62:354–371 Tsiang SC (1972) The rationale of the mean-standard deviation analysis, skewness preference, and the demand for money. Am Econ Rev 62:354–371
go back to reference Tversky A, Kahneman D (1992) Advances in prospect theory: cumulative representation of uncertainty. J Risk Uncertain 5:297–323CrossRef Tversky A, Kahneman D (1992) Advances in prospect theory: cumulative representation of uncertainty. J Risk Uncertain 5:297–323CrossRef
go back to reference Weil P (1989) The equity premium puzzle and the risk-free rate puzzle. J Monetary Econ 24:401–421CrossRef Weil P (1989) The equity premium puzzle and the risk-free rate puzzle. J Monetary Econ 24:401–421CrossRef
go back to reference Yoel K (2009) Asset pricing with status risk. Working paper Yoel K (2009) Asset pricing with status risk. Working paper
Metadata
Title
The evolution of capital asset pricing models
Authors
Yi-Cheng Shih
Sheng-Syan Chen
Cheng-Few Lee
Po-Jung Chen
Publication date
01-04-2014
Publisher
Springer US
Published in
Review of Quantitative Finance and Accounting / Issue 3/2014
Print ISSN: 0924-865X
Electronic ISSN: 1573-7179
DOI
https://doi.org/10.1007/s11156-013-0348-x

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