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Empirical Asset Pricing with Score-Driven Conditional Betas

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Résumé

We develop a novel empirical asset pricing framework to estimate time-varying risk premia, building upon score-driven conditional betas models. First, we extend the theory by establishing the asymptotic distribution of standard test statistics, allowing us to assess the significance of a given factor in the regression. Additionally, we introduce a bootstrap procedure and establish its validity. Second, we propose a two-step estimation procedure to recover time-varying risk premia. We illustrate the performance of our tests and risk premia estimation through simulations. Third, we estimate a time-varying premium associated with a carbon risk factor in the cross-section of U.S. industry portfolios.

langue originaleAnglais
Pages (de - à)1310-1344
Nombre de pages35
journalJournal of Financial Econometrics
Volume22
Numéro de publication5
Les DOIs
étatPublié - 1 janv. 2024

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