{"id":29677,"date":"2019-12-30T08:59:00","date_gmt":"2019-12-30T13:59:00","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=29677"},"modified":"2024-05-15T10:30:16","modified_gmt":"2024-05-15T14:30:16","slug":"quantpedia-trend-following-underperform","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/quantpedia-trend-following-underperform\/","title":{"rendered":"Why Did Trend-Following Underperform in the Last Decade?"},"content":{"rendered":"\n<p><strong><em>Excerpt<\/em><\/strong><\/p>\n\n\n\n<p>Trend-following funds and strategies were once extremely popular after the 2008\/2009 crisis. They offered attractive performance, and diversification properties made them a nice addition to investor\u2019s portfolios. Ten years later, \u201ctrend-following strategy\u201d is not such a popular word. Strategies didn\u2019t blow-up, but their performance was far from spectacular. What are the main reasons for that? Is it an increased correlation among markets? Are trend rules inefficient?&nbsp;An important recent academic study written by Babu, Hoffman, Levine, Ooi, Schroeder, and Stamelos (all from AQR Capital Management)&nbsp;analyzes trend-following performance for each decade in the last 140 years and uses three distinct factors: the magnitude of market moves, the efficacy of trend-following strategies at capturing profitability from market moves, and the degree of diversification across trends in a trend-following portfolio. They show that it\u2019s the first factor (a lack of large risk-adjusted market moves, positive or negative) that had the biggest impact in the last decade. <\/p>\n\n\n\n<p><strong>Authors:<\/strong>&nbsp;Babu, Hoffman, Levine, Ooi, Schroeder, and Stamelos<\/p>\n\n\n\n<p><strong>Title:&nbsp;<\/strong>You Can\u2019t Always Trend When You Want<\/p>\n\n\n\n<p><strong>Link<\/strong>:&nbsp;<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=3487134\">https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=3487134<\/a><\/p>\n\n\n\n<p><strong>Notable quotations from the academic research paper:<\/strong><\/p>\n\n\n\n<p>\u201cOur approach builds on the trend-following strategy as defined in Hurst et al. (2013, 2017) and uses data from the late 1800s through 2018. The markets considered include: 29 commodities, 11 equity indices, 15 bond markets, and 12 currency pairs. For each of the markets described above we construct 1-month, 3-month and 12-month time series momentum signals. The three signals are then equally weighted. Positions are sized according to their expected volatilities and then scaled in aggregate such that the portfolio maintains a 10% ex-ante annualized volatility target.<\/p>\n\n\n\n<p>Exhibits 1 and 2 show there is a clear historical positive relationship between the absolute magnitude of moves in individual markets and the risk-adjusted returns of a hypothetical trend-following strategy.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/quantpedia.com\/app\/uploads\/2019\/12\/Untitled-238-Trend-Following-Performance-vs.-Magnitude-of-Market-Moves-per-Year.jpg\" alt=\"Quantpedia \" class=\"wp-image-5606 lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n\n<p>Visit Quantpedia to read the full article:<br> <a href=\"https:\/\/quantpedia.com\/why-did-trend-following-underperform-in-the-last-decade\">https:\/\/quantpedia.com\/why-did-trend-following-underperform-in-the-last-decade<\/a> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trend-following funds and strategies were once extremely popular after the 2008\/2009 crisis. They offered attractive performance, and diversification properties made them a nice addition to investor\u2019s portfolios. Ten years later, \u201ctrend-following strategy\u201d is not such a popular word.<\/p>\n","protected":false},"author":186,"featured_media":29793,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[339,338,341,351,344],"tags":[4923,806,4922,494,5761],"contributors-categories":[13662],"class_list":{"0":"post-29677","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-ibkr-quant-news","9":"category-quant-development","10":"category-quant-europe","11":"category-quant-regions","12":"tag-computational-finance","13":"tag-data-science","14":"tag-econometrics","15":"tag-quant","16":"tag-trend-following","17":"contributors-categories-quantpedia"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- 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