TY - JOUR
T1 - Multifactor Models and Their Consistency with the APT
AU - Cooper, Ilan
AU - Ma, Liang
AU - Fraga Martins Maio, Paulo
AU - Philip, Dennis
PY - 2020/12/26
Y1 - 2020/12/26
N2 - We examine the consistency of several prominent multifactor models from the empirical asset pricing literature with the arbitrage pricing theory (APT) framework. We follow the APT-related literature and estimate the common factor structure from a rich cross-section (associated with 42 major CAPM anomalies) by employing the asymptotic principal components method. Our benchmark model contains six statistical factors and clearly dominates, in both economic and statistical terms, most of the empirical multifactor models proposed in the literature by a good margin. These results represent a critical challenge to the current workhorse models in terms of explaining large-scale equity risk premiums.
AB - We examine the consistency of several prominent multifactor models from the empirical asset pricing literature with the arbitrage pricing theory (APT) framework. We follow the APT-related literature and estimate the common factor structure from a rich cross-section (associated with 42 major CAPM anomalies) by employing the asymptotic principal components method. Our benchmark model contains six statistical factors and clearly dominates, in both economic and statistical terms, most of the empirical multifactor models proposed in the literature by a good margin. These results represent a critical challenge to the current workhorse models in terms of explaining large-scale equity risk premiums.
KW - 512 Business and Management
KW - asset pricing
KW - linear multifactor models
KW - APT
KW - equity risk factors
KW - stock market anomalies
KW - cross-section of stock returns
KW - asymptotic principal components
KW - spanning regressions
UR - http://dx.doi.org/10.2139/ssrn.2784898
U2 - 10.1093/rapstu/raaa024
DO - 10.1093/rapstu/raaa024
M3 - Article
SN - 2045-9920
VL - 11
SP - 402
EP - 444
JO - Review of Asset Pricing Studies
JF - Review of Asset Pricing Studies
IS - 2
ER -