Tests of asset pricing with time‐varying factor loads

Summary This paper proposes an empirical asset pricing test based on the homogeneity of the factor risk premia across risky assets. Factor loadings are considered to be dynamic and estimated from data at higher frequencies. The factor risk premia are obtained as estimates from time series regression...

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Bibliographic Details
Published inJournal of applied econometrics (Chichester, England) Vol. 34; no. 5; pp. 762 - 778
Main Authors Galvao, Antonio F., Montes‐Rojas, Gabriel, Olmo, Jose
Format Journal Article
LanguageEnglish
Published Chichester Wiley Periodicals Inc 01.08.2019
Subjects
Asset pricing
Capital
Capital assets
Dependence
Econometrics
Economic models
Five factor model
Homogeneity
Hypotheses
Portfolios
Pricing
Pricing policies
Risk
Risk premiums
Robustness (mathematics)
Time series
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Summary:Summary This paper proposes an empirical asset pricing test based on the homogeneity of the factor risk premia across risky assets. Factor loadings are considered to be dynamic and estimated from data at higher frequencies. The factor risk premia are obtained as estimates from time series regressions applied to each risky asset. We propose Swamy‐type tests robust to the presence of generated regressors and dependence between the pricing errors to assess the homogeneity of the factor risk premia and the zero intercept hypothesis. An application to US industry portfolios shows overwhelming evidence rejecting the capital asset pricing model, and the three and five factor models developed by Fama and French (Journal of Financial Economics, 1993, 33, 3–56; Journal of Financial Economics, 2015, 116, 1–22). In particular, we reject the null hypotheses of a zero intercept, homogeneous factor risk premia across risky assets, and the joint test involving both hypotheses.
ISSN:0883-7252
1099-1255
DOI:10.1002/jae.2687