Volatility Ambiguity, Portfolio Decisions, and Equilibrium Asset Pricing

Published Online:https://doi.org/10.1287/mnsc.2022.02902

References

  • Aït-Sahalia Y, Mykland PA, Zhang L (2005) How often to sample a continuous-time process in the presence of market microstructure noise. Rev. Financial Stud. 18(2):351–416.CrossrefGoogle Scholar
  • Andersen TG, Bollerslev T, Meddahi N (2011) Realized volatility forecasting and market microstructure noise. J. Econometrics 160(1):220–234.CrossrefGoogle Scholar
  • Anderson EW, Hansen LP, Sargent TJ (2003) A quartet of semigroups for model specification, robustness, prices of risk, and model detection. J. Eur. Econom. Assoc. 1(1):68–123.CrossrefGoogle Scholar
  • Bakshi G, Cao C, Chen Z (1997) Empirical performance of alternative option pricing models. J. Finance 52(5):2003–2049.CrossrefGoogle Scholar
  • Bansal R, Shaliastovich I (2013) A long-run risks explanation of predictability puzzles in bond and currency markets. Rev. Financial Stud. 26(1):1–33.CrossrefGoogle Scholar
  • Bansal R, Yaron A (2004) Risks for the long run: A potential resolution of asset pricing puzzles. J. Finance 59(4):1481–1509.CrossrefGoogle Scholar
  • Bansal R, Kiku D, Yaron A (2010) Long run risks, the macroeconomy, and asset prices. Amer. Econom. Rev. 100(2):542–546.CrossrefGoogle Scholar
  • Bansal R, Kiku D, Yaron A (2016) Risks for the long run: Estimation with time aggregation. J. Monetary Econom. 82:52–69.CrossrefGoogle Scholar
  • Barahona R, Driessen J, Frehen R (2021) Can unpredictable risk exposure be priced? J. Financial Econom. 139(3):522–544.CrossrefGoogle Scholar
  • Barndorff-Nielsen OE, Shephard N (2002) Econometric analysis of realized volatility and its use in estimating stochastic volatility models. J. Roy. Statist. Soc. Ser. B Statist. Methodology 64(2):253–280.CrossrefGoogle Scholar
  • Bollerslev T, Zhou H (2002) Estimating stochastic volatility diffusion using conditional moments of integrated volatility. J. Econometrics 109(1):33–65.CrossrefGoogle Scholar
  • Brenner M, Izhakian Y (2018) Asset pricing and ambiguity: Empirical evidence. J. Financial Econom. 130(3):503–531.CrossrefGoogle Scholar
  • Campbell JY (1999) Asset Prices, Consumption, and the Business Cycle, vol. 1 (Elsevier, Amsterdam).Google Scholar
  • Carr P, Lee R (2009) Volatility derivatives. Annu. Rev. Financial Econom. 1:319–339.CrossrefGoogle Scholar
  • Chen Z, Epstein LG (2002) Ambiguity, risk and asset returns in continuous time. Econometrica 70(4):1403–1443.CrossrefGoogle Scholar
  • Chen L, Peng S (2009) Report on testing and finding the generating function g of an option pricing mechanism through market data. Li T-T, Zhang P, eds. Industrial and Applied Mathematics in China, Series in Contemporary Applied Mathematics, vol. 10 (Higher Education Press, Beijing), 97–100.CrossrefGoogle Scholar
  • Christoffersen P, Jacobs K, Ornthanalai C, Wang Y (2008) Option valuation with long-run and short-run volatility components. J. Financial Econom. 90(3):272–297.CrossrefGoogle Scholar
  • Dicks DL, Fulghieri P (2019) Uncertainty aversion and systemic risk. J. Polit. Econom. 127(3):1118–1155.CrossrefGoogle Scholar
  • Dow J, da Costa Werlang SR (1992) Excess volatility of stock-prices and Knightian uncertainty. Eur. Econom. Rev. 36(2–3):631–638.CrossrefGoogle Scholar
  • Drechsler I (2013) Uncertainty, time-varying fear, and asset prices. J. Finance 68(5):1843–1889.CrossrefGoogle Scholar
  • Drechsler I, Yaron A (2010) What’s vol got to do with it. Rev. Financial Stud. 24(1):1–45.Google Scholar
  • Driouchi T, Trigeorgis L, So RHY (2018) Option implied ambiguity and its information content: Evidence from the subprime crisis. Ann. Oper. Res. 262:463–491.CrossrefGoogle Scholar
  • Duncan TE (1970) On the absolute continuity of measures. Ann. Math. Statist. 41(1):30–38.CrossrefGoogle Scholar
  • Eiling E, DeJong F, Laeven R, Weiland R (2023) Medium-run labor income risk. Working paper, University of Amsterdam, Amsterdam.Google Scholar
  • Ellsberg D (1961) Risk, ambiguity, and the savage axioms. Quart. J. Econom. 75(4):643–669.CrossrefGoogle Scholar
  • Engle R (2002) Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models. J. Bus. Econom. Statist. 20(3):339–350.CrossrefGoogle Scholar
  • Epstein LG (1999) A definition of uncertainty aversion. Rev. Econom. Stud. 66(3):579–608.CrossrefGoogle Scholar
  • Epstein LG, Halevy Y (2019) Ambiguous correlation. Rev. Econom. Stud. 86(2):668–693.CrossrefGoogle Scholar
  • Epstein LG, Ji S (2013) Ambiguous volatility and asset pricing in continuous time. Rev. Financial Stud. 26(7):1740–1786.CrossrefGoogle Scholar
  • Epstein LG, Ji S (2014) Ambiguity volatility, possibility and utility in continuous time. J. Math. Econom. 50:269–282.CrossrefGoogle Scholar
  • Epstein LG, Wang T (1994) Intertemporal asset pricing under Knightian uncertainty. Econometrica 62(2):283–322.CrossrefGoogle Scholar
  • Epstein LG, Farhi E, Strzalecki T (2014) How much would you pay to resolve long-run risk? Amer. Econom. Rev. 104(9):2680–2697.CrossrefGoogle Scholar
  • Ferson W, Nallareddy S, Xie B (2013) The “out-of-sample” performance of long run risk models. J. Financial Econom. 107(3):537–556.CrossrefGoogle Scholar
  • Garlappi L, Uppal R, Wang T (2007) Portfolio selection with parameter and model uncertainty: A multi-prior approach. Rev. Financial Stud. 20(1):41–81.CrossrefGoogle Scholar
  • Gilboa I, Schmeidler D (1989) Maxmin expected utility with non-unique prior. J. Math. Econom. 18(2):141–153.CrossrefGoogle Scholar
  • Gómez J-P, Priestley R, Zapatero F (2009) Implications of keeping-up-with-the-Joneses behavior for the equilibrium cross section of stock returns: International evidence. J. Finance 64(6):2703–2737.CrossrefGoogle Scholar
  • Gómez J-P, Priestley R, Zapatero F (2016) Labor income, relative wealth concerns, and the cross section of stock returns. J. Financial Quant. Anal. 51(4):1111–1133.CrossrefGoogle Scholar
  • Hansen PG (2021) New formulations of ambiguous volatility with an application to optimal dynamic contracting. J. Econom. Theory 199:105205.CrossrefGoogle Scholar
  • Hansen LP, Sargent TJ (2001) Robust control and model uncertainty. Amer. Econom. Rev. 91(2):60–66.CrossrefGoogle Scholar
  • Hansen LP, Heaton JC, Li N (2008) Consumption strikes back? Measuring long-run risk. J. Polit. Econom. 116(2):260–302.CrossrefGoogle Scholar
  • Heston SL (1993) A closed-form solution for options with stochastic volatility with applications to bond and currency options. Rev. Financial Stud. 6(2):327–343.CrossrefGoogle Scholar
  • Ingersoll JE (1987) Theory of Financial Decision Making (Rowman & Littlefield Publisher, Inc., Lanham, MD).Google Scholar
  • Jagannathan R, Wang Z (1996) The conditional CAPM and the cross-section of expected returns. J. Finance 51(1):3–53.Google Scholar
  • Jagannathan R, Kubota K, Takehara H (1998) Relationship between labor-income risk and average return: Empirical evidence from the Japanese stock market. J. Bus. 71(3):319–347.CrossrefGoogle Scholar
  • Jeong D, Kim H, Park JY (2015) Does ambiguity matter? Estimating asset pricing models with a multiple-priors recursive utility. J. Financial Econom. 115(2):361–382.CrossrefGoogle Scholar
  • Ju N, Miao J (2012) Ambiguity, learning, and asset returns. Econometrica 80(2):559–591.Google Scholar
  • Kan R, Zhou G (2007) Optimal portfolio choice with parameter uncertainty. J. Financial Quant. Anal. 42(3):621–656.CrossrefGoogle Scholar
  • Klibanoff P, Marinacci M, Mukerji S (2005) A smooth model of decision making under ambiguity. Econometrica 73(6):1849–1892.CrossrefGoogle Scholar
  • Knight FH (1921) Risk, Uncertainty and Profit (Houghton, Mifflin, Boston).Google Scholar
  • Kostopoulos D, Meyer S, Uhr C (2022) Ambiguity about volatility and investor behavior. J. Financial Econom. 145(1):277–296.CrossrefGoogle Scholar
  • Maenhout PJ (2004) Robust portfolio rules and asset pricing. Rev. Financial Stud. 17(4):951–983.CrossrefGoogle Scholar
  • Mehra R, Prescott EC (1985) The equity premium: A puzzle. J. Monetary Econom. 15(2):145–161.CrossrefGoogle Scholar
  • Merton RC (1976) Option pricing when underlying stock returns are discontinuous. J. Financial Econom. 3(1/2):125–144.CrossrefGoogle Scholar
  • Merton RC (1980) On estimating the expected return on the market an exploratory investigation. J. Financial Econom. 8(4):323–361.CrossrefGoogle Scholar
  • Meyer-Gohde A (2019) Generalized entropy and model uncertainty. J. Econom. Theory 183:312–343.CrossrefGoogle Scholar
  • Miao J, Rivera A (2016) Robust contracts in continuous time. Econometrica 84(4):1405–1440.CrossrefGoogle Scholar
  • Munk C (2013) Financial Asset Pricing Theory (Oxford University Press, Oxford, UK).CrossrefGoogle Scholar
  • Peng S (2007) G-expectation, G-Brownian motion and related stochastic calculus of Ito type. Benth FE, Di Nunno G, Lindstrøm T, Øksendal B, Zhang T, eds. Stochastic Analysis and Applications (Springer, Berlin, Heidelberg), 541–567.CrossrefGoogle Scholar
  • Phillips P, Yu J (2006) Realized variance and market microstructure noise comment. J. Bus. Econom. Statist. 24(2):202–208.CrossrefGoogle Scholar
  • Shi Z (2019) Time-varying ambiguity, credit spreads, and the levered equity premium. J. Financial Econom. 134(3):617–646.CrossrefGoogle Scholar
  • Tu J, Zhou G (2004) Data-generating process uncertainty: What difference does it make in portfolio decisions? J. Financial Econom. 72(2):385–421.CrossrefGoogle Scholar
  • Uppal R, Wang T (2003) Model misspecification and underdiversification. J. Finance 58(6):2465–2486.CrossrefGoogle Scholar
  • Xu Y (2018) Robust valuation, arbitrage ambiguity and profit & loss analysis. J. Oper. Res. Soc. China 6:59–83.CrossrefGoogle Scholar
  • Yang W, and Shige Peng S (2006) Robust option pricing model and empirical performance. J. Shandong University 41(2):69–73.Google Scholar
  • Zhou G, Zhu Y (2015) Macroeconomic volatilities and long-run risks of asset prices. Management Sci. 61(2):413–430.LinkGoogle Scholar
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