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2023 | OriginalPaper | Buchkapitel

10. Long Only Efficient Portfolios

verfasst von : James W. Kolari, Wei Liu, Seppo Pynnönen

Erschienen in: Professional Investment Portfolio Management

Verlag: Springer Nature Switzerland

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Abstract

In this chapter we demonstrate how to use the ZCAPM asset pricing model to build high-performing long only efficient portfolios. We begin by showing the results for zeta risk sorted portfolios. Recall that in Chapters 8 and 9 we used zeta risk sorted portfolios to form long-short zeta risk portfolios that were added to the global minimum variance portfolio G to build net long portfolios with both short and long positions. Additionally, we report the results of beta risk sorted portfolios using the empirical ZCAPM. In general, the empirical asset pricing literature has documented many times that there is no relation between beta risk and average stock returns. However, previous literature employs the CAPM market model to estimate beta wherein the CRSP market index or S&P 500 market index are normally used to proxy the market portfolio. Fama and French (Journal of Finance 47: 427–465, 1992; Journal of Financial Economics 33: 3–56, 1993; Journal of Finance 50: 131–156, 1995; Journal of Finance 51: 1947–1958, 1996) have proven that the CAPM fails using this renowned empirical model. However, as already mentioned in earlier chapters, beta risk in the empirical ZCAPM is different as it is estimated by using the average market return, not a proxy for the market portfolio. As discussed there, a good proxy for the average market return is the G portfolio. G has no zeta risk and therefore is a good portfolio to measure beta risk related to average market returns. Our empirical results based on U.S. stock returns are extraordinary. Zeta risk portfolios trace out the shape of a theoretical Markowitz (Journal of Finance 7: 77–91, 1952; Portfolio selection: Efficient diversification of investments. Wiley, New York, NY, 1959) mean-variance investment parabola, which we refer to as the empirical parabola. The G portfolio is located at the leftmost minimum variance location in risk/return space. The CRSP market index lies in the interior of the empirical parabola in the vicinity of the axis of symmetry as predicted by ZCAPM theory. Thus, the CRSP index is far from efficient and represents a very poor proxy for the market portfolio. In this respect, Roll (Journal of Financial Economics 4: 129–176, 1977) has asserted that, without a good proxy for the market portfolio, the CAPM cannot be tested. We infer that tests by Fama and French and others that have used the CRSP index to proxy the efficient market portfolio to conclude the CAPM is dead are misleading. Interestingly, with the exception of very high idiosyncratic risk stocks (i.e., high residual errors or high standard deviations of returns), our out-of-sample results for beta risk portfolios estimated via the empirical ZCAPM and portfolio G yield a positive relation with average stock returns. Also, a number of our beta risk portfolios outperform the CRSP market index by substantial amounts. Since the CRSP index and S&P 500 index are very highly correlated and have similar average return performance over time, these findings are notable. Our beta risk results stand in stark contrast to the vast research on the failure of CRSP-based CAPM beta risk. Given the fact that G-based ZCAPM zeta risk as well as beta risk are related to average stock returns, our zeta and beta sorted portfolios should be of keen interest to the professional investment community. Surely stock market investors could benefit from these portfolios by outperforming general market indexes that are so popular among passive index investors. Moreover, zeta and beta risk levels can be controlled to generate portfolio returns coincident with the risk preferences of investors. In this way, professional managers can customize portfolios to meet the risk/return needs of different investors. The next section provides a review of our empirical methods. The subsequently section reports and discusses the empirical results for long only stock returns. The last section summarizes the chapter.

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Fußnoten
1
See also other ZCAPM publications by Liu et al. (2012, 2020), Liu (2013), Kolari et al. (2022a, b, 2023a), Kolari and Pynnonen (2023b), and Kolari et al. (2024).
 
2
As discussed in Chapter 5, the intercept parameter \(\alpha _i\) in the empirical ZCAPM is assumed to be zero. All other empirical asset pricing models based on regression analyses contain an intercept term. For this and other reasons, the empirical ZCAPM is quite different from other asset pricing models with no close parallels in the asset pricing literature.
 
3
Kolari et al. (2021) detailed step-by-step instructions on how to implement the EM algorithm to estimate the empirical ZCAPM. Also, they provided citations to other finance and statistics studies that have employed the EM algorithm.
 
4
In empirical asset pricing tests based on the often-used Fama and MacBeth (1973) two-step test procedure, in unreported results for the analysis period July 1964 to December 2022, we find that beta risk is not significantly priced in the cross-sectional regression but zeta risk is very significant. The latter t-statistic on the market price of risk associated with estimated zeta risk coefficients in the cross-sectional regression is 6.17. This significance level far exceeds all known tests for the significance of various multifactors, including size, value, profit, capital investment, momentum, and other factors (see Fama and French 2015, 2018, 2020), which typically reach maximum t-statistics in the range of 2–3. It is clear that zeta risk related to market return dispersion is a powerful systematic risk factor that should be taken into account in asset pricing models.
 
5
See an excellent review of theory and evidence by Modigliani (1988), who received the 1985 Nobel Prize in Economic Sciences in large part due these corporate finance ideas.
 
Literatur
Zurück zum Zitat Black, F. 1972. Capital market equilibrium with restricted borrowing. Journal of Business 45: 444–454.CrossRef Black, F. 1972. Capital market equilibrium with restricted borrowing. Journal of Business 45: 444–454.CrossRef
Zurück zum Zitat Dempster, A.P., N.M. Laird, and D.B. Rubin. 1977. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society 39: 1–38. Dempster, A.P., N.M. Laird, and D.B. Rubin. 1977. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society 39: 1–38.
Zurück zum Zitat Fama, E.F., and K.R. French. 1992. The cross-section of expected stock returns. Journal of Finance 47: 427–465. Fama, E.F., and K.R. French. 1992. The cross-section of expected stock returns. Journal of Finance 47: 427–465.
Zurück zum Zitat Fama, E.F., and K.R. French. 1993. The cross-section of expected returns. Journal of Financial Economics 33: 3–56.CrossRef Fama, E.F., and K.R. French. 1993. The cross-section of expected returns. Journal of Financial Economics 33: 3–56.CrossRef
Zurück zum Zitat Fama, E.F., and K.R. French. 1995. Size and book-to-market factors in earnings and returns. Journal of Finance 50: 131–156. Fama, E.F., and K.R. French. 1995. Size and book-to-market factors in earnings and returns. Journal of Finance 50: 131–156.
Zurück zum Zitat Fama, E.F., and K.R. French. 1996. The CAPM is wanted, dead or alive. Journal of Finance 51: 1947–1958.CrossRef Fama, E.F., and K.R. French. 1996. The CAPM is wanted, dead or alive. Journal of Finance 51: 1947–1958.CrossRef
Zurück zum Zitat Fama, E.F., and K.R. French. 2015. A five-factor asset pricing model. Journal of Financial Economics 116: 1–22.CrossRef Fama, E.F., and K.R. French. 2015. A five-factor asset pricing model. Journal of Financial Economics 116: 1–22.CrossRef
Zurück zum Zitat Fama, E.F., and K.R. French. 2018. Choosing factors. Journal of Financial Economics 128: 234–252.CrossRef Fama, E.F., and K.R. French. 2018. Choosing factors. Journal of Financial Economics 128: 234–252.CrossRef
Zurück zum Zitat Fama, E.F., and K.R. French. 2020. Comparing cross-section and time-series factor models. Review of Financial Studies 33: 1892–1926.CrossRef Fama, E.F., and K.R. French. 2020. Comparing cross-section and time-series factor models. Review of Financial Studies 33: 1892–1926.CrossRef
Zurück zum Zitat Fama, E.F., and J.D. MacBeth. 1973. Risk, return, and equilibrium: Empirical tests. Journal of Political Economy 81: 607–636.CrossRef Fama, E.F., and J.D. MacBeth. 1973. Risk, return, and equilibrium: Empirical tests. Journal of Political Economy 81: 607–636.CrossRef
Zurück zum Zitat Hamada, R.S. 1972. The effect of the firm’s capital structure on the systematic risk of common stocks. Journal of Finance 27: 435–452.CrossRef Hamada, R.S. 1972. The effect of the firm’s capital structure on the systematic risk of common stocks. Journal of Finance 27: 435–452.CrossRef
Zurück zum Zitat Kolari, J. W., J. Z. Huang, W. Liu, and H. Liao. 2022a. Further tests of the ZCAPM asset pricing model. Journal of Risk and Financial Management, available online at https://www.mdpi.com/1911-8074/15/3/137) Reprinted in ed. J.W. Kolari, and S. Pynnonen, 2022. Frontiers of asset pricing (MDPI, Basel, Switzerland). Kolari, J. W., J. Z. Huang, W. Liu, and H. Liao. 2022a. Further tests of the ZCAPM asset pricing model. Journal of Risk and Financial Management, available online at https://​www.​mdpi.​com/​1911-8074/​15/​3/​137) Reprinted in ed. J.W. Kolari, and S. Pynnonen, 2022. Frontiers of asset pricing (MDPI, Basel, Switzerland).
Zurück zum Zitat Kolari, J.W., J.Z. Huang, H.A. Butt, and H. Liao. 2022b. International tests of the ZCAPM asset pricing model. Journal of International Financial Markets, Institutions, and Money 79: 101607.CrossRef Kolari, J.W., J.Z. Huang, H.A. Butt, and H. Liao. 2022b. International tests of the ZCAPM asset pricing model. Journal of International Financial Markets, Institutions, and Money 79: 101607.CrossRef
Zurück zum Zitat Kolari, J.W., W. Liu, and J.Z. Huang. 2021. A new model of capital asset prices: Theory and evidence. Cham, Switzerland: Palgrave Macmillan.CrossRef Kolari, J.W., W. Liu, and J.Z. Huang. 2021. A new model of capital asset prices: Theory and evidence. Cham, Switzerland: Palgrave Macmillan.CrossRef
Zurück zum Zitat Kolari, J.W., J.Z. Huang, W. Liu, and H. Liao. 2023. Testing for missing asset pricing factors. San Diego, CA: Paper presented at the Western Economic Association International. Kolari, J.W., J.Z. Huang, W. Liu, and H. Liao. 2023. Testing for missing asset pricing factors. San Diego, CA: Paper presented at the Western Economic Association International.
Zurück zum Zitat Kolari, J.W., and S. Pynnonen. 2023. Investment valuation and asset pricing: Models and methods. Cham, Switzerland: Palgrave Macmillan.CrossRef Kolari, J.W., and S. Pynnonen. 2023. Investment valuation and asset pricing: Models and methods. Cham, Switzerland: Palgrave Macmillan.CrossRef
Zurück zum Zitat Liu, W., 2013, A new asset pricing model based on the zero-beta CAPM: Theory and evidence. Doctoral dissertation, Texas A &M University. Liu, W., 2013, A new asset pricing model based on the zero-beta CAPM: Theory and evidence. Doctoral dissertation, Texas A &M University.
Zurück zum Zitat Liu, W., J.W. Kolari, and J.Z. Huang. 2012. A new asset pricing model based on the zero-beta CAPM market model (CAPM). Presentation at the annual meetings of the Financial Management Association, Best Paper Award in Investments, Atlanta, GA, October. Liu, W., J.W. Kolari, and J.Z. Huang. 2012. A new asset pricing model based on the zero-beta CAPM market model (CAPM). Presentation at the annual meetings of the Financial Management Association, Best Paper Award in Investments, Atlanta, GA, October.
Zurück zum Zitat Liu, W., J.W. Kolari, and J.Z. Huang. 2020. Return dispersion and the cross-section of stock returns. Presentation at the annual meetings of the Southern Finance Association, Palm Springs, CA, October. Liu, W., J.W. Kolari, and J.Z. Huang. 2020. Return dispersion and the cross-section of stock returns. Presentation at the annual meetings of the Southern Finance Association, Palm Springs, CA, October.
Zurück zum Zitat Markowitz, H. 1952. Portfolio selection. Journal of Finance 7: 77–91. Markowitz, H. 1952. Portfolio selection. Journal of Finance 7: 77–91.
Zurück zum Zitat Markowitz, H.M. 1959. Portfolio selection: Efficient diversification of investments. New York, NY: Wiley. Markowitz, H.M. 1959. Portfolio selection: Efficient diversification of investments. New York, NY: Wiley.
Zurück zum Zitat Modigliani, F. 1988. MM—Past, present, and future. Journal of Economic Perspectives 2: 149–158.CrossRef Modigliani, F. 1988. MM—Past, present, and future. Journal of Economic Perspectives 2: 149–158.CrossRef
Zurück zum Zitat Modigliani, F., and M.H. Miller. 1958. The cost of capital, corporation finance and the theory of investment. American Economic Review 48: 261–297. Modigliani, F., and M.H. Miller. 1958. The cost of capital, corporation finance and the theory of investment. American Economic Review 48: 261–297.
Zurück zum Zitat Modigliani, F., and M.H. Miller. 1963. Corporation income taxes and the cost of capital: A correction. American Economic Review 53: 433–443. Modigliani, F., and M.H. Miller. 1963. Corporation income taxes and the cost of capital: A correction. American Economic Review 53: 433–443.
Zurück zum Zitat Roll, R. 1977. A critique of the asset pricing theory’s tests, part I: On past and potential future testability of the theory. Journal of Financial Economics 4: 129–176.CrossRef Roll, R. 1977. A critique of the asset pricing theory’s tests, part I: On past and potential future testability of the theory. Journal of Financial Economics 4: 129–176.CrossRef
Zurück zum Zitat Sharpe, W.F. 1964. Capital asset prices: A theory of market equilibrium under conditions of risk. Journal of Finance 19: 425–442. Sharpe, W.F. 1964. Capital asset prices: A theory of market equilibrium under conditions of risk. Journal of Finance 19: 425–442.
Metadaten
Titel
Long Only Efficient Portfolios
verfasst von
James W. Kolari
Wei Liu
Seppo Pynnönen
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-48169-7_10