{"id":1153,"date":"2023-11-30T15:20:00","date_gmt":"2023-11-30T15:20:00","guid":{"rendered":"http:\/\/84e6dd47-cfaa-437d-8703-34ee7212de56"},"modified":"2023-11-30T15:20:00","modified_gmt":"2023-11-30T15:20:00","slug":"michael-robbins-ever-seen-a-bad-backtest","status":"publish","type":"episode","link":"https:\/\/advisoranalyst.com\/podcast\/episode\/michael-robbins-ever-seen-a-bad-backtest\/","title":{"rendered":"Michael Robbins: Ever seen a bad backtest?"},"content":{"rendered":"<p>Join us for this insight-rich conversation with Michael Robbins, a distinguished figure in quantitative asset management. He is an author, thought leader, Professor of Graduate Studies in Quantitative Investing at Columbia University, and a sitting CIO. Our conversation focuses on quantitative trading, asset management, and financial modeling. Michael&#8217;s recently published book, &#8220;Quantitative Asset Management,&#8221; offers insights into the complexities and nuances of quantitative strategies. We delve deep into the intricacies of Global Tactical Asset Allocation (GTA) and explore the nuances of quantitative investment strategies.<\/p>\n<h1><strong>HIGHLIGHTS<\/strong><\/h1>\n<p><strong>Understanding GTAA: <\/strong>We start by defining Global Tactical Asset Allocation and discussing effective approaches and potential pitfalls in employing this strategy.<\/p>\n[<strong>04:18]<\/strong> &#8211; Adam Butler discusses the unique challenges and advantages small investors face compared to large investors, emphasizing the benefit of portfolio agility for smaller investors.<\/p>\n<p><strong>Investment Strategy Insights:<\/strong> Michael Robbins shares his expertise on various aspects of investment strategies, including the importance of a fund&#8217;s management team, the significance of qualitative factors, and the role of an advisor in making informed investment decisions.<\/p>\n<p><strong>Quantitative Strategies:<\/strong> We explore the realm of quantitative strategies, discussing hyperparameters, the impact of biases, and the importance of defining investment goals.<\/p>\n<p><strong>The Role of Machine Learning:<\/strong> Delve into the use of machine learning in finance, understanding overfitting, and the challenges of translating complex financial data into actionable strategies.<\/p>\n<p><strong>[24:20]<\/strong> &#8211; Pierre Daillie and Michael Robbins explore the concept of overfitting in algorithmic strategies and the skepticism surrounding backtesting, highlighting the importance of a solid theoretical foundation behind investment strategies.<\/p>\n<p><strong>[34:47] <\/strong>&#8211; The conversation shifts to the importance of qualitative factors in investment, such as the management team&#8217;s experience and the terms of investment, which are crucial alongside performance metrics.<\/p>\n<p><strong>[26:58]<\/strong> &#8211; Michael Robbins emphasizes the need to eliminate luck and human bias from systematic investment programs, advocating for a more quantitative and systematic approach to investing.<\/p>\n<p><strong>[42:08] <\/strong>&#8211; Michael Robbins and Pierre Daillie discuss the often overlooked aspect of the personality and charisma of analytical experts in investment management, and how it affects investment decisions.<\/p>\n<p><strong>Practical Advice for Investors<\/strong>: Gain insights on what investors should look for in funds, the importance of diversification, and how to avoid common mistakes in quantitative investing.<\/p>\n<p><strong>[1:01:56]<\/strong> &#8211; The article concludes with a discussion on expanding investment horizons and differentiating oneself as an advisor by exploring unique investment strategies, as suggested by Michael Robbins.<\/p>\n<p>*****<\/p>\n<p>? About <strong>Michael Robbins<\/strong>: Michael Robbins is an acclaimed author and expert in finance, Professor of Graduate Studies in Quantitative Investing at Columbia University in New York, and a sitting CIO. He is known for his deep understanding of quantitative strategies and asset allocation. His insights provide valuable guidance for both new and seasoned investors.<\/p>\n<p>***<\/p>\n<p><strong>Where to find Michael Robbins, CFA<\/strong><\/p>\n<p>Michael Robbins on <a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/michaelrobbins\/\">Linkedin<\/a><\/p>\n<p>Michael Robbins&#8217; book &#8211; <a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.amazon.ca\/Quantitative-Asset-Management-Michael-Robbins\/dp\/1264258445\/ref=asc_df_1264258445\/?tag=googleshopc0c-20&amp;linkCode=df0&amp;hvadid=578824565430&amp;hvpos=&amp;hvnetw=g&amp;hvrand=17245636940712076967&amp;hvpone=&amp;hvptwo=&amp;hvqmt=&amp;hvdev=c&amp;hvdvcmdl=&amp;hvlocint=&amp;hvlocphy=9000832&amp;hvtargid=pla-1945773868454&amp;psc=1&amp;mcid=d8a50737aa583ce39f3a1b254d2f037c\">Quantitative Asset Management<\/a><\/p>\n<p>***<\/p>\n<p>? <strong>Like and Share<\/strong>: If you find this discussion informative, please like, share, and comment below with your thoughts or questions.<\/p>\n<p>#InvestmentStrategies #GlobalTacticalAssetAllocation #QuantitativeInvesting #MichaelRobbins<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Join us for this insight-rich conversation with Michael Robbins, a distinguished figure in quantitative asset management. He is an author, thought leader, Professor of Graduate Studies in Quantitative Investing at Columbia University, and a sitting CIO. Our conversation focuses on quantitative trading, asset management, and financial modeling. Michael&#8217;s recently published book, &#8220;Quantitative Asset Management,&#8221; offers insights into the complexities and nuances of quantitative strategies. We delve deep into the intricacies of Global Tactical Asset Allocation (GTA) and explore the nuances of quantitative investment strategies.<\/p>\n<h1><strong>HIGHLIGHTS<\/strong><\/h1>\n<p><strong>Understanding GTAA: <\/strong>We start by defining Global Tactical Asset Allocation and discussing effective approaches and potential pitfalls in employing this strategy.<\/p>\n<p>[<strong>04:18]<\/strong> &#8211; Adam Butler discusses the unique challenges and advantages small investors face compared to large investors, emphasizing the benefit of portfolio agility for smaller investors.<\/p>\n<p><strong>Investment Strategy Insights:<\/strong> Michael Robbins shares his expertise on various aspects of investment strategies, including the importance of a fund&#8217;s management team, the significance of qualitative factors, and the role of an advisor in making informed investment decisions.<\/p>\n<p><strong>Quantitative Strategies:<\/strong> We explore the realm of quantitative strategies, discussing hyperparameters, the impact of biases, and the importance of defining investment goals.<\/p>\n<p><strong>The Role of Machine Learning:<\/strong> Delve into the use of machine learning in finance, understanding overfitting, and the challenges of translating complex financial data into actionable strategies.<\/p>\n<p><strong>[24:20]<\/strong> &#8211; Pierre Daillie and Michael Robbins explore the concept of overfitting in algorithmic strategies and the skepticism surrounding backtesting, highlighting the importance of a solid theoretical foundation behind investment strategies.<\/p>\n<p><strong>[34:47] <\/strong>&#8211; The conversation shifts to the importance of qualitative factors in investment, such as the management team&#8217;s experience and the terms of investment, which are crucial alongside performance metrics.<\/p>\n<p><strong>[26:58]<\/strong> &#8211; Michael Robbins emphasizes the need to eliminate luck and human bias from systematic investment programs, advocating for a more quantitative and systematic approach to investing.<\/p>\n<p><strong>[42:08] <\/strong>&#8211; Michael Robbins and Pierre Daillie discuss the often overlooked aspect of the personality and charisma of analytical experts in investment management, and how it affects investment decisions.<\/p>\n<p><strong>Practical Advice for Investors<\/strong>: Gain insights on what investors should look for in funds, the importance of diversification, and how to avoid common mistakes in quantitative investing.<\/p>\n<p><strong>[1:01:56]<\/strong> &#8211; The article concludes with a discussion on expanding investment horizons and differentiating oneself as an advisor by exploring unique investment strategies, as suggested by Michael Robbins.<\/p>\n<p>*****<\/p>\n<p>? About <strong>Michael Robbins<\/strong>: Michael Robbins is an acclaimed author and expert in finance, Professor of Graduate Studies in Quantitative Investing at Columbia University in New York, and a sitting CIO. He is known for his deep understanding of quantitative strategies and asset allocation. His insights provide valuable guidance for both new and seasoned investors.<\/p>\n<p>***<\/p>\n<p><strong>Where to find Michael Robbins, CFA<\/strong><\/p>\n<p>Michael Robbins on <a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/michaelrobbins\/\">Linkedin<\/a><\/p>\n<p>Michael Robbins&#8217; book &#8211; <a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/www.amazon.ca\/Quantitative-Asset-Management-Michael-Robbins\/dp\/1264258445\/ref=asc_df_1264258445\/?tag=googleshopc0c-20&amp;linkCode=df0&amp;hvadid=578824565430&amp;hvpos=&amp;hvnetw=g&amp;hvrand=17245636940712076967&amp;hvpone=&amp;hvptwo=&amp;hvqmt=&amp;hvdev=c&amp;hvdvcmdl=&amp;hvlocint=&amp;hvlocphy=9000832&amp;hvtargid=pla-1945773868454&amp;psc=1&amp;mcid=d8a50737aa583ce39f3a1b254d2f037c\">Quantitative Asset Management<\/a><\/p>\n<p>***<\/p>\n<p>? <strong>Like and Share<\/strong>: If you find this discussion informative, please like, share, and comment below with your thoughts or questions.<\/p>\n<p>#InvestmentStrategies #GlobalTacticalAssetAllocation #QuantitativeInvesting #MichaelRobbins<\/p>\n","protected":false},"author":1,"featured_media":1154,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"categories":[18],"tags":[],"_links":{"self":[{"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/episode\/1153"}],"collection":[{"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/episode"}],"about":[{"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/types\/episode"}],"author":[{"embeddable":true,"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/comments?post=1153"}],"version-history":[{"count":0,"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/episode\/1153\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/media\/1154"}],"wp:attachment":[{"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/media?parent=1153"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/categories?post=1153"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/advisoranalyst.com\/podcast\/wp-json\/wp\/v2\/tags?post=1153"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}