Factor Models of Asset Returns and Bear Market Risk

Published Online:https://doi.org/10.1287/mnsc.2023.04276

References

  • Ahn SC, Horenstein AR (2013) Eigenvalue ratio test for the number of factors. Econometrica 81(3):1203–1227.CrossrefGoogle Scholar
  • Ang A, Bekaert G (2015) International asset allocation with regime shifts. Rev. Financial Stud. 15(4):1137–1187.CrossrefGoogle Scholar
  • Ang A, Chen J, Xing Y (2006) Downside risk. Rev. Financial Stud. 19(4):1191–1239.CrossrefGoogle Scholar
  • Ang A, Hodrick RJ, Xing Y, Zhang X (2006) The cross-section of volatility and expected returns. J. Finance 61(1):259–299.CrossrefGoogle Scholar
  • Ang A, Hodrick RJ, Xing Y, Zhang X (2009) High idiosyncratic volatility and low returns: International and further US evidence. J. Financial Econom. 91(1):1–23.CrossrefGoogle Scholar
  • Arrow KJ (1964) The role of securities in the optimal allocation of risk-bearing. Rev. Econom. Stud. 31(2):91–96.CrossrefGoogle Scholar
  • Bai J (2003) Inferential theory for factor models of large dimensions. Econometrica 71(1):135–171.CrossrefGoogle Scholar
  • Bai J, Ng S (2002) Determining the number of factors in approximate factor models. Econometrica 70(1):191–221.CrossrefGoogle Scholar
  • Baker SR, Bloom N, Davis SJ (2016) Measuring economic policy uncertainty. Quart. J. Econom. 131(4):1593–1636.CrossrefGoogle Scholar
  • Baker SR, Bloom N, Davis SJ, Kost KJ (2019) Policy news and stock market volatility. NBER Working Paper No. 25720, National Bureau of Economic Research, Cambridge, MA.Google Scholar
  • Barigozzi M, Trapani L (2022) Testing for common trends in nonstationary large datasets. J. Bus. Econom. Statist. 40(3):1107–1122.CrossrefGoogle Scholar
  • Barro RJ, Liao GY (2021) Rare disaster probability and options pricing. J. Financial Econom. 139(3):750–769.CrossrefGoogle Scholar
  • Boguth O, Carlson M, Fisher A, Simutin M (2011) Conditional risk and performance evaluation: Volatility timing, overconditioning, and new estimates of momentum alphas. J. Financial Econom. 102(2):363–389.CrossrefGoogle Scholar
  • Bollerslev T (2022) Realized semi (co) variation: Signs that all volatilities are not created equal. J. Financial Econometrics 20(2):219–252.CrossrefGoogle Scholar
  • Bollerslev T, Li SZ, Todorov V (2016) Roughing up beta: Continuous versus discontinuous betas and the cross section of expected stock returns. J. Financial Econom. 120(3):464–490.CrossrefGoogle Scholar
  • Bollerslev T, Patton AJ, Quaedvlieg R (2022) Realized semibetas: Disentangling “good” and “bad” downside risks. J. Financial Econom. 144(1):227–246.CrossrefGoogle Scholar
  • Caldara D, Iacoviello M (2022) Measuring geopolitical risk. Amer. Econom. Rev. 112(4):1194–1225.CrossrefGoogle Scholar
  • Cappiello L, Engle RF, Sheppard K (2006) Asymmetric dynamics in the correlations of global equity and bond returns. J. Financial Econometrics 4(4):537–572.CrossrefGoogle Scholar
  • Chamberlain G, Rothschild M (1983) Arbitrage, factor structure, and mean-variance analysis on large asset markets. Econometrica 51(5):1281–1304.CrossrefGoogle Scholar
  • Chan K-S (1993) Consistency and limiting distribution of the least squares estimator of a threshold autoregressive model. Ann. Statist. 21(1):520–533.CrossrefGoogle Scholar
  • Cheng X, Liao Z, Schorfheide F (2016) Shrinkage estimation of high-dimensional factor models with structural instabilities. Rev. Econom. Stud. 83(4):1511–1543.CrossrefGoogle Scholar
  • Cochrane JH (2009) Asset Pricing, revised edition (Princeton University Press, Princeton, NJ).Google Scholar
  • Colacito R, Riddiough SJ, Sarno L (2020) Business cycles and currency returns. J. Financial Econom. 137(3):659–678.CrossrefGoogle Scholar
  • De Santis G, Gerard B (1997) International asset pricing and portfolio diversification with time-varying risk. J. Finance 52(5):1881–1912.CrossrefGoogle Scholar
  • Debreu G (1959) Theory of Value: An Axiomatic Analysis of Economic Equilibrium (Yale University Press, New Haven, CT).Google Scholar
  • Delikouras S (2017) Where’s the kink? Disappointment events in consumption growth and equilibrium asset prices. Rev. Financial Stud. 30(8):2851–2889.CrossrefGoogle Scholar
  • Delikouras S, Kostakis A (2019) A single-factor consumption-based asset pricing model. J. Financial Quant. Anal. 54(2):789–827.CrossrefGoogle Scholar
  • Diebold FX, Mariano RS (1995) Comparing predictive accuracy. J. Bus. Econom. Statist. 13(3):253–263.CrossrefGoogle Scholar
  • Erb CB, Harvey CR, Viskanta TE (1994) Forecasting international equity correlations. Financial Anal. J. 50(6):32–45.CrossrefGoogle Scholar
  • Fama EF, French KR (1997) Industry costs of equities. J. Financial Econom. 82(2):153–193.CrossrefGoogle Scholar
  • Farago A, Tédongap R (2018) Downside risks and the cross-section of asset returns. J. Financial Econom. 129(1):69–86.CrossrefGoogle Scholar
  • Ferson WE, Harvey CR (1991) The variation of economic risk premiums. J. Political Econom. 99(2):385–415.CrossrefGoogle Scholar
  • Gagliardini P, Ossola E, Scaillet O (2016) Time-varying risk premium in large cross-sectional equity data sets. Econometrica 84(3):985–1046.CrossrefGoogle Scholar
  • Gagliardini P, Ossola E, Scaillet O (2019) A diagnostic criterion for approximate factor structure. J. Econom. 212(2):503–521.CrossrefGoogle Scholar
  • Giglio S, Xiu D (2021) Asset pricing with omitted factors. J. Political Econom. 129(7):1947–1990.CrossrefGoogle Scholar
  • Giglio S, Liao Y, Xiu D (2021) Thousands of alpha tests. Rev. Financial Stud. 34(7):3456–3496.CrossrefGoogle Scholar
  • Hallin M, Liška R (2007) Determining the number of factors in the general dynamic factor model. J. Amer. Statist. Assoc. 102(478):603–617.CrossrefGoogle Scholar
  • Horváth L, Trapani L (2019) Testing for randomness in a random coefficient autoregression model. J. Econometrics 209(2):338–352.CrossrefGoogle Scholar
  • Lam C, Yao Q (2012) Factor modeling for high-dimensional time series: Inference for the number of factors. Ann. Statist. 40(2):694–726.CrossrefGoogle Scholar
  • Lettau M, Maggiori M, Weber M (2014) Conditional risk premia in currency markets and other asset classes. J. Financial Econom. 114(2):197–225.CrossrefGoogle Scholar
  • Lewellen J, Nagel S (2006) The conditional CAPM does not explain asset-pricing anomalies. J. Finance 82(2):289–314.Google Scholar
  • Lewellen J, Nagel S, Shanken J (2010) A skeptical appraisal of asset pricing tests. J. Financial Econom. 96(2):175–194.CrossrefGoogle Scholar
  • Li J, Todorov V, Tauchen G, Lin H (2019) Rank tests at jump events. J. Bus. Econom. Statist. 37(2):312–321.CrossrefGoogle Scholar
  • Lu Z, Murray S (2019) Bear beta. J. Financial Econom. 131(3):736–760.CrossrefGoogle Scholar
  • Lustig H, Roussanov N, Verdelhan A (2011) Common risk factors in currency markets. Rev. Financial Stud. 24(11):3731–3777.CrossrefGoogle Scholar
  • Massacci D (2017) Least squares estimation of large dimensional threshold factor models. J. Econom. 197(1):101–129.CrossrefGoogle Scholar
  • Menkhoff L, Sarno L, Schmeling M, Schrimpf A (2012) Carry trades and global foreign exchange volatility. J. Finance 67(2):681–718.CrossrefGoogle Scholar
  • Page S, Panariello RA (2018) When diversification fails. Financial Anal. J. 74(3):19–32.CrossrefGoogle Scholar
  • Patton AJ, Ramadorai T (2013) On the high-frequency dynamics of hedge fund risk exposures. J. Finance 68(2):597–635.CrossrefGoogle Scholar
  • Routledge BR, Zin SE (2010) Generalized disappointment aversion and asset prices. J. Finance 65(4):1303–1332.CrossrefGoogle Scholar
  • Schwert GW (1989) Why does stock market volatility change over time? J. Finance 44(5):1115–1153.CrossrefGoogle Scholar
  • Stock JH, Watson MW (2009) Forecasting in dynamic factor models subject to structural instability. Castle J, Shephard N, eds. The Methodology and Practice of Econometrics: A Festschrift in Honour of David F. Hendry (Oxford University Press, Oxford, UK), 173–205.CrossrefGoogle Scholar
  • Trapani L (2018) A randomized sequential procedure to determine the number of factors. J. Amer. Statist. Assoc. 113(523):1341–1349.CrossrefGoogle Scholar
  • Zaffaroni P (2025) Factor models for conditional asset pricing. J. Political Econom. 133(8):2615–2642.Google Scholar
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