Factor Zoo (.zip)

The Journal of Portfolio Management, Quantitative Special Issue 2024, 50 (3) 11-31 DOI: 10.3905/jpm.2023.1.561

36 Pages Posted: 15 Nov 2023 Last revised: 21 Nov 2023

See all articles by Alexander Swade

Alexander Swade

Lancaster University - Department of Accounting and Finance; Robeco Quantitative Investments

Matthias X. Hanauer

Technische Universität München (TUM); Robeco Asset Management

Harald Lohre

Robeco Quantitative Investments; Lancaster University Management School

David Blitz

Robeco Quantitative Investments

Date Written: October 18, 2023

Abstract

The number of factors allegedly driving the cross-section of stock returns has grown steadily over time. We explore how much this ‘factor zoo’ can be compressed, focusing on explaining the available alpha rather than the covariance matrix of factor returns. Our findings indicate that about 15 factors are enough to span the entire factor zoo. This evidence suggests that many factors are redundant but also that merely using a handful of factors, as in common asset pricing models, is insufficient. While the selected factor styles remain persistent, the specific style representatives vary over time, underscoring the importance of continuous factor innovation.

Keywords: Factor zoo, factor model, factor investing, alpha, GRS test

JEL Classification: G12, G14, G15

Suggested Citation

Swade, Alexander and Hanauer, Matthias Xaver and Lohre, Harald and Blitz, David, Factor Zoo (.zip) (October 18, 2023). The Journal of Portfolio Management, Quantitative Special Issue 2024, 50 (3) 11-31 DOI: 10.3905/jpm.2023.1.561, Available at SSRN: https://ssrn.com/abstract=4605976 or http://dx.doi.org/10.2139/ssrn.4605976

Alexander Swade (Contact Author)

Lancaster University - Department of Accounting and Finance ( email )

Lancaster, Lancashire LA1 4YX
United Kingdom

Robeco Quantitative Investments ( email )

Weena 850
Rotterdam, 3011 AG
Netherlands

Matthias Xaver Hanauer

Technische Universität München (TUM) ( email )

Arcisstr. 21
Munich, D-80290
Germany

HOME PAGE: http://www.professors.wi.tum.de/fm/team/researcher/dr-matthias-hanauer-cfa/

Robeco Asset Management ( email )

Weena 850
Rotterdam, 3014 DA
Netherlands

HOME PAGE: http://www.robeco.com/en-int/about-us/matthias-hanauer

Harald Lohre

Robeco Quantitative Investments ( email )

Weena 850
Rotterdam, 3011 AG
Netherlands

Lancaster University Management School

Bailrigg
Lancaster LA1 4YX
United Kingdom

HOME PAGE: http://www.lancaster.ac.uk/lums/people/harald-lohre

David Blitz

Robeco Quantitative Investments ( email )

Weena 850
Rotterdam, 3014 DA
Netherlands

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