Beyond Direct Indexing: Dynamic Direct Long-Short Investing

The Journal of Beta Investment Strategies, Direct Indexing Special Issue 2023, 14 (3): 10-41; DOI: 10.3905/jbis.2023.1.045

57 Pages Posted: 11 May 2023 Last revised: 6 Sep 2023

See all articles by Joseph Liberman

Joseph Liberman

AQR Capital Management, LLC

Stanley Krasner

AQR Capital Management, LLC

Nathan Sosner

AQR Capital Management, LLC

Pedro Freitas

AQR Capital Management, LLC

Date Written: May 3, 2023

Abstract

On average, net losses realized by direct indexing loss-harvesting strategies taper off within the first few years after their inception. In our historical simulations, they reach a maximum average cumulative level of about 30% of the initially invested capital. In addition, direct indexing strategies exhibit a high dispersion of net loss outcomes. Long-short strategies motivated by factor investing can significantly outperform direct indexing strategies from both a pre-tax and tax perspective. We model two types of long-short factor-based strategies: relaxed-constraint and composite long-short. Both types of strategies, if implemented with a sufficiently high level of leverage and tracking error, can realize a cumulative net capital loss of 100% of the invested capital within a few years and, at the same time, substantially outperform the benchmark index before tax net of implementation costs. We further show that leverage and tracking error of long-short strategies can be managed dynamically in a highly tax-efficient manner. For example, an investor who becomes less optimistic about the prospects of factor investing can reduce the leverage and tracking error substantially, albeit not all the way to zero, without recognizing net capital gains. We find that a full liquidation of the long and short extensions results in realization of most of the previously deferred gains.

Keywords: Direct Indexing, Long-Short Strategies, Factor Investing, Tax-Aware Strategies

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JEL Classification: G11, G51, H24, K34

Suggested Citation

Liberman, Joseph and Krasner, Stanley and Sosner, Nathan and Maia de Freitas, Pedro Paulo, Beyond Direct Indexing: Dynamic Direct Long-Short Investing (May 3, 2023). The Journal of Beta Investment Strategies, Direct Indexing Special Issue 2023, 14 (3): 10-41; DOI: 10.3905/jbis.2023.1.045, Available at SSRN: https://ssrn.com/abstract=4437402 or http://dx.doi.org/10.2139/ssrn.4437402

Joseph Liberman

AQR Capital Management, LLC ( email )

Greenwich, CT
United States

Stanley Krasner

AQR Capital Management, LLC ( email )

One Greenwich Plaza
Greenwich, CT 06830
United States

Nathan Sosner (Contact Author)

AQR Capital Management, LLC ( email )

One Greenwich Plaza
Greenwich, CT 06830
United States

Pedro Paulo Maia de Freitas

AQR Capital Management, LLC

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