{"title":"Reconciling Stock Selection and Factor Allocation","authors":"Xavier Gérard","doi":"10.3905/jpm.2023.1.500","DOIUrl":null,"url":null,"abstract":"This article contributes to the longstanding debate about the relative merits of building multifactor portfolios using a bottom-up approach, informed by factor-based expected returns, and a top-down approach that allocates across factor portfolios. Its main contribution is to prove formally that the solution of the mean–variance optimization solved by a stock picker who uses factors to select securities and that of a mean–variance-efficient allocation across factors are in fact largely equivalent. This finding is corroborated empirically and holds under stringent investment constraints. Moreover, while demonstrating this equivalence, an alternative methodology emerges that makes the best of both approaches.","PeriodicalId":53670,"journal":{"name":"Journal of Portfolio Management","volume":"49 1","pages":"93 - 115"},"PeriodicalIF":1.1000,"publicationDate":"2023-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Portfolio Management","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.3905/jpm.2023.1.500","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0
Abstract
This article contributes to the longstanding debate about the relative merits of building multifactor portfolios using a bottom-up approach, informed by factor-based expected returns, and a top-down approach that allocates across factor portfolios. Its main contribution is to prove formally that the solution of the mean–variance optimization solved by a stock picker who uses factors to select securities and that of a mean–variance-efficient allocation across factors are in fact largely equivalent. This finding is corroborated empirically and holds under stringent investment constraints. Moreover, while demonstrating this equivalence, an alternative methodology emerges that makes the best of both approaches.
期刊介绍:
Founded by Peter Bernstein in 1974, The Journal of Portfolio Management (JPM) is the definitive source of thought-provoking analysis and practical techniques in institutional investing. It offers cutting-edge research on asset allocation, performance measurement, market trends, risk management, portfolio optimization, and more. Each quarterly issue of JPM features articles by the most renowned researchers and practitioners—including Nobel laureates—whose works define modern portfolio theory.