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Factor investing and asset allocation strategies: a comparison of factor versus sector optimization

Given the tremendous growth of factor allocation strategies in active and passive fund management, we investigate whether factor or sector asset allocation strategies provide investors with a superior performance. Our focus is on comparing factor versus sector allocations as some recent empirical ev...

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Autores principales: Bessler, Wolfgang, Taushanov, Georgi, Wolff, Dominik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Palgrave Macmillan UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8164058/
http://dx.doi.org/10.1057/s41260-021-00225-1
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author Bessler, Wolfgang
Taushanov, Georgi
Wolff, Dominik
author_facet Bessler, Wolfgang
Taushanov, Georgi
Wolff, Dominik
author_sort Bessler, Wolfgang
collection PubMed
description Given the tremendous growth of factor allocation strategies in active and passive fund management, we investigate whether factor or sector asset allocation strategies provide investors with a superior performance. Our focus is on comparing factor versus sector allocations as some recent empirical evidence indicates the dominance of sector over country portfolios. We analyze the performance and performance differences of sector and factor portfolios for various weighting and portfolio optimization approaches, including “equal-weighting” (1/N), “risk parity,” minimum-variance, mean-variance, Bayes–Stein and Black–Litterman. We employ a sample-based approach in which the sample moments are the input parameters for the allocation model. For the period from May 2007 to November 2020, our results clearly reveal that, over longer investment horizons, factor portfolios provide relative superior performances. For shorter periods, however, we observe time-varying and alternating performance dominances as the relative advantage of one over the other strategy depends on the economic cycle. One important insight is that during “normal” times factor portfolios clearly dominate sector portfolios, whereas during crisis periods sector portfolios are superior offering better diversification opportunities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1057/s41260-021-00225-1.
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spelling pubmed-81640582021-06-01 Factor investing and asset allocation strategies: a comparison of factor versus sector optimization Bessler, Wolfgang Taushanov, Georgi Wolff, Dominik J Asset Manag Original Article Given the tremendous growth of factor allocation strategies in active and passive fund management, we investigate whether factor or sector asset allocation strategies provide investors with a superior performance. Our focus is on comparing factor versus sector allocations as some recent empirical evidence indicates the dominance of sector over country portfolios. We analyze the performance and performance differences of sector and factor portfolios for various weighting and portfolio optimization approaches, including “equal-weighting” (1/N), “risk parity,” minimum-variance, mean-variance, Bayes–Stein and Black–Litterman. We employ a sample-based approach in which the sample moments are the input parameters for the allocation model. For the period from May 2007 to November 2020, our results clearly reveal that, over longer investment horizons, factor portfolios provide relative superior performances. For shorter periods, however, we observe time-varying and alternating performance dominances as the relative advantage of one over the other strategy depends on the economic cycle. One important insight is that during “normal” times factor portfolios clearly dominate sector portfolios, whereas during crisis periods sector portfolios are superior offering better diversification opportunities. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1057/s41260-021-00225-1. Palgrave Macmillan UK 2021-05-29 2021 /pmc/articles/PMC8164058/ http://dx.doi.org/10.1057/s41260-021-00225-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Bessler, Wolfgang
Taushanov, Georgi
Wolff, Dominik
Factor investing and asset allocation strategies: a comparison of factor versus sector optimization
title Factor investing and asset allocation strategies: a comparison of factor versus sector optimization
title_full Factor investing and asset allocation strategies: a comparison of factor versus sector optimization
title_fullStr Factor investing and asset allocation strategies: a comparison of factor versus sector optimization
title_full_unstemmed Factor investing and asset allocation strategies: a comparison of factor versus sector optimization
title_short Factor investing and asset allocation strategies: a comparison of factor versus sector optimization
title_sort factor investing and asset allocation strategies: a comparison of factor versus sector optimization
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8164058/
http://dx.doi.org/10.1057/s41260-021-00225-1
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