An Intertemporal Risk Factor Model

Prominent factor models are based on tradable factors that do not represent theoretically relevant risks. To address this issue, we develop a factor model that captures the risks to long-term investors present in the intertemporal capital asset pricing model (ICAPM). Empirically, we construct intertemporal risk factors as long-short portfolios based on stock exposures to dividend yield and realized variance. These tradable factors mimic news to long-term expected returns and volatility, and they offset part of the marginal utility increase in recessions induced by wealth declines. Our intertemporal factor model estimation implies significant risk prices that are consistent with the ICAPM restrictions under moderate risk aversion. Moreover, our model performs well relative to previous factor models in terms of its tangency Sharpe ratio and its pricing of key test assets, including single stocks, industry portfolios, and portfolios sorted on risk exposures and lagged anomalies. This paper was accepted by Will Cong, finance. Supplemental Material: The online appendix and data files are available at https://doi.org/10.1287/mnsc.2023.00261 .

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Publication Details

Journal
Management Science
Published
2024-11-08
DOI
https://doi.org/10.1287/mnsc.2023.00261
Citations
3
Primary Topic
Financial Markets and Investment Strategies
Type
article
Field-Weighted Citation Impact
1.08
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article

An Intertemporal Risk Factor Model

Andrei S. Gonçalves, Johnathan Loudis, Fousseni Chabi-Yo
3 citations
Management Science
Financial Markets and Investment Strategies
1.08
article

An Intertemporal Risk Factor Model

Andrei S. Gonçalves, Johnathan Loudis, Fousseni Chabi-Yo
article en
3 citations

Abstract

Prominent factor models are based on tradable factors that do not represent theoretically relevant risks. To address this issue, we develop a factor model that captures the risks to long-term investors present in the intertemporal capital asset pricing model (ICAPM). Empirically, we construct intertemporal risk factors as long-short portfolios based on stock exposures to dividend yield and realized variance. These tradable factors mimic news to long-term expected returns and volatility, and they offset part of the marginal utility increase in recessions induced by wealth declines. Our intertemporal factor model estimation implies significant risk prices that are consistent with the ICAPM restrictions under moderate risk aversion. Moreover, our model performs well relative to previous factor models in terms of its tangency Sharpe ratio and its pricing of key test assets, including single stocks, industry portfolios, and portfolios sorted on risk exposures and lagged anomalies. This paper was accepted by Will Cong, finance. Supplemental Material: The online appendix and data files are available at https://doi.org/10.1287/mnsc.2023.00261 .

Management ScienceVol. 71(8)
University of Notre Dame (US), University of Massachusetts Amherst (US), Fisher College (US), The Ohio State University (US)
Decent work and economic growth
Openalex Percentile: Top 20%
Financial Markets and Investment Strategies
1.08
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