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Factor investing: alpha concentration versus diversification

Authors :
Antoniya Shivarova
Lars Heinrich
Martin Zurek
Source :
Journal of Asset Management. 22:464-487
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

Despite extensive research support, the role of diversification in current factor investing strategies remains neglected. This paper investigates whether well-designed multifactor portfolios should not only be based on firm characteristics, but should also include portfolio diversification effects. While the alpha concentration approach mainly considers factor-specific firm characteristics, the diversified approach utilizes covariance estimators in addition to firm characteristics to account for portfolio diversification. The corresponding out-of-sample results show that including an efficient covariance estimator improves the performance of long-only multifactor portfolios compared to the pure alpha concentration approach. A particular advantage of diversified factor investing strategies can be identified in the significant increase in exposure to the low-volatility factor represented by firm characteristics with high informational content. No significant performance differences are observed for long-short portfolios where the factor exposures of the alpha concentration and diversification approaches are similar with respect to the low-volatility factor.

Details

ISSN :
1479179X and 14708272
Volume :
22
Database :
OpenAIRE
Journal :
Journal of Asset Management
Accession number :
edsair.doi...........a21ba81c99d3abf5cc728e1aa5c1b6ba
Full Text :
https://doi.org/10.1057/s41260-021-00226-0