{"title":"应税投资者的要素投资","authors":"Ben Davis, Tianchuan Li, Vassilii Nemtchinov","doi":"10.3905/jpm.2023.1.559","DOIUrl":null,"url":null,"abstract":"This article sets forth a practical framework for incorporating tax management into long-only factor investing and assessing the impact on tax efficiency and pre-tax returns. The framework premise is that investor views on the factor risk premium are represented by a tax-oblivious model portfolio. The model portfolio is then implemented in a separately managed account (SMA) by utilizing optimized, tax-efficient trading. The authors rigorously evaluate the impact of tax-managed model implementation on expected excess returns and risk on a both a pre-tax and after-tax basis. In particular, they extend the standard framework for covariance-based risk attribution to incorporate expected factor alphas and tax impacts. They find that tax-managed model implementation provides a boost to after-tax returns, more than fully mitigating model portfolio tax drag in most cases. Importantly, they also find that tax-managed model implementation does not degrade the capture of the factor premium, neither eroding the factor alpha nor meaningfully increasing risk of pre-tax underperformance relative to the benchmark.","PeriodicalId":53670,"journal":{"name":"Journal of Portfolio Management","volume":"5 1","pages":"55 - 73"},"PeriodicalIF":1.1000,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Factor Investing for Taxable Investors\",\"authors\":\"Ben Davis, Tianchuan Li, Vassilii Nemtchinov\",\"doi\":\"10.3905/jpm.2023.1.559\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article sets forth a practical framework for incorporating tax management into long-only factor investing and assessing the impact on tax efficiency and pre-tax returns. The framework premise is that investor views on the factor risk premium are represented by a tax-oblivious model portfolio. The model portfolio is then implemented in a separately managed account (SMA) by utilizing optimized, tax-efficient trading. The authors rigorously evaluate the impact of tax-managed model implementation on expected excess returns and risk on a both a pre-tax and after-tax basis. In particular, they extend the standard framework for covariance-based risk attribution to incorporate expected factor alphas and tax impacts. They find that tax-managed model implementation provides a boost to after-tax returns, more than fully mitigating model portfolio tax drag in most cases. Importantly, they also find that tax-managed model implementation does not degrade the capture of the factor premium, neither eroding the factor alpha nor meaningfully increasing risk of pre-tax underperformance relative to the benchmark.\",\"PeriodicalId\":53670,\"journal\":{\"name\":\"Journal of Portfolio Management\",\"volume\":\"5 1\",\"pages\":\"55 - 73\"},\"PeriodicalIF\":1.1000,\"publicationDate\":\"2023-11-17\",\"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.2023.1.559\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Portfolio Management","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.3905/jpm.2023.1.559","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
This article sets forth a practical framework for incorporating tax management into long-only factor investing and assessing the impact on tax efficiency and pre-tax returns. The framework premise is that investor views on the factor risk premium are represented by a tax-oblivious model portfolio. The model portfolio is then implemented in a separately managed account (SMA) by utilizing optimized, tax-efficient trading. The authors rigorously evaluate the impact of tax-managed model implementation on expected excess returns and risk on a both a pre-tax and after-tax basis. In particular, they extend the standard framework for covariance-based risk attribution to incorporate expected factor alphas and tax impacts. They find that tax-managed model implementation provides a boost to after-tax returns, more than fully mitigating model portfolio tax drag in most cases. Importantly, they also find that tax-managed model implementation does not degrade the capture of the factor premium, neither eroding the factor alpha nor meaningfully increasing risk of pre-tax underperformance relative to the benchmark.
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.