{"id":39183,"date":"2025-03-11T08:48:49","date_gmt":"2025-03-11T07:48:49","guid":{"rendered":"https:\/\/quantpedia.com\/?p=39183"},"modified":"2025-06-04T14:01:16","modified_gmt":"2025-06-04T12:01:16","slug":"quantpedia-in-february-2025","status":"publish","type":"post","link":"https:\/\/vvv.quantpedia.com\/es\/quantpedia-in-february-2025\/","title":{"rendered":"Quantpedia in February 2025"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Hello all,<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The wheel of the time doesn&#8217;t stop, and as usual, we have a batch of new updates for you.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">So, <strong>firstly<\/strong>, let&#8217;s discuss the February update of our <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/pricing\/\" target=\"_blank\" rel=\"noreferrer noopener\">Quantpedia Pro<\/a> service. This time, we focused on updating two reports: the <strong><a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/how-it-works\/quantpedia-pro-reports\/#closest-neighbours\" title=\"\">Closest Neighbours<\/a><\/strong> and <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/how-it-works\/quantpedia-pro-reports\/#etf-replication\" title=\"\"><strong>ETF Replication<\/strong><\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>ETF Replication Report<\/strong> has been enhanced to provide even greater flexibility. This tool uses our cutting-edge multi-factor regression model to break down a custom Model Portfolio into fundamental investment factors, using ETFs as the underlying building blocks. It helps investors identify which ETFs can best replicate a hedge fund, mutual fund, or any trading strategy. With the latest update, users can now replicate their Model Portfolio using only ETFs or factors from a custom<strong> Benchmark Portfolio<\/strong>. This means investors can handpick specific ETFs or factor exposures and then optimize a passive replication strategy based solely on those selections.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"749\" height=\"993\" src=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/wp-content\/uploads\/2025\/03\/Picture-464-ETF-Replication-Custom-ETFs.png\" alt=\"\" class=\"wp-image-39188\" srcset=\"https:\/\/vvv.quantpedia.com\/wp-content\/uploads\/2025\/03\/Picture-464-ETF-Replication-Custom-ETFs.png 749w, https:\/\/vvv.quantpedia.com\/wp-content\/uploads\/2025\/03\/Picture-464-ETF-Replication-Custom-ETFs-226x300.png 226w\" sizes=\"(max-width: 749px) 100vw, 749px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>Closest Neighbors Report<\/strong> has also received an upgrade. Previously, this tool allowed users to find strategies and ETFs similar to their chosen model portfolio. Now, it also scans <strong>our entire database of ETFs and Quantpedia strategies <\/strong>and automatically identifies the most correlated investment approaches. This makes it even easier to explore related strategies, uncover new research ideas, and refine factor exposures within a portfolio..<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"813\" src=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/wp-content\/uploads\/2025\/03\/Picture-463-Most-Correlated-Strategies-ETFs-1024x813.png\" alt=\"\" class=\"wp-image-39187\" srcset=\"https:\/\/vvv.quantpedia.com\/wp-content\/uploads\/2025\/03\/Picture-463-Most-Correlated-Strategies-ETFs-1024x813.png 1024w, https:\/\/vvv.quantpedia.com\/wp-content\/uploads\/2025\/03\/Picture-463-Most-Correlated-Strategies-ETFs-300x238.png 300w, https:\/\/vvv.quantpedia.com\/wp-content\/uploads\/2025\/03\/Picture-463-Most-Correlated-Strategies-ETFs.png 1185w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Secondly<\/strong>, we would like to remind all of you of our&nbsp;<a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/quantpedia-awards-2025\/\" target=\"_blank\" rel=\"noopener\" title=\"\"><strong>Quantpedia Awards 2025<\/strong><\/a>&nbsp;competition. <strong>Time is ticking away<\/strong>, and the end of April is here very soon. Do not forget to <strong>join our race for a $25.000 prize pool<\/strong>, made possible thanks to the support of our generous sponsors &#8211; <a href=\"https:\/\/www.quantconnect.com\/?ref=radovanvojtko\" title=\"\"><strong>QuantConnect<\/strong><\/a> &#8211; the world&#8217;s leading algorithmic trading platform, <strong><a href=\"https:\/\/quantra.quantinsti.com\/?ref=radovanvojtko1\" title=\"\">QuantInsti<\/a> <\/strong>&#8211; algorithmic trading education and research, <a href=\"https:\/\/eodhd.com\/pricing-quantpedia?via=quantpedia\" title=\"\"><strong>EOD Historical Data<\/strong><\/a> &#8211; financial data feeds via API, and <a href=\"https:\/\/strategyquant.sjv.io\/c\/3131527\/499938\/8548\" title=\"\"><strong>Strategy Quant<\/strong><\/a> &#8211; dedicated software for the development of strategies, who all share our passion for innovation in systematic trading.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"627\" src=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/wp-content\/uploads\/2025\/03\/Picture-456-Quantpedia-Awards-2025-1st-place-1024x627.png\" alt=\"\" class=\"wp-image-39192\" srcset=\"https:\/\/vvv.quantpedia.com\/wp-content\/uploads\/2025\/03\/Picture-456-Quantpedia-Awards-2025-1st-place-1024x627.png 1024w, https:\/\/vvv.quantpedia.com\/wp-content\/uploads\/2025\/03\/Picture-456-Quantpedia-Awards-2025-1st-place-300x184.png 300w, https:\/\/vvv.quantpedia.com\/wp-content\/uploads\/2025\/03\/Picture-456-Quantpedia-Awards-2025-1st-place.png 1061w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Thirdly<\/strong>, we have a short announcement from one of&nbsp;<a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/links-tools\/?category=algo-trading-discounts\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>our partners<\/strong><\/a>. <strong><a href=\"https:\/\/mesosim.deltaray.io\/?affCode=7e647b5e-1c80-4423-8fbc-470bab01a1c1\">Deltaray\u2019s MesoSim<\/a><\/strong> is an options strategy simulator with a unique flexibility in which you can create, backtest, and optimize trading strategies using options on equity indexes and crypto options. Now, they have launched two new products: <strong>MesoLive<\/strong> &#8211; a live risk monitoring and trade execution tool (an add-on to MesoSim, available for IBKR accounts), and <strong>MesoSim Institutional<\/strong> &#8211; a dedicated MesoSim cluster with a high-throughput API for trade discovery and optimization. Exclusively, our readers can use the coupon code&nbsp;<a href=\"https:\/\/mesosim.deltaray.io\/?affCode=7e647b5e-1c80-4423-8fbc-470bab01a1c1\"><strong>QUANTPEDIA60 <\/strong>to obtain a <strong>$60 discount for customers who purchase both MesoSim and MesoLive together<\/strong><\/a>.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">At last, let\u2019s also quickly recapitulate <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/pricing\/\"><strong>Quantpedia Premium<\/strong><\/a> development:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>11 new&nbsp;<a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/screener\/?FilterPremium=Only+Premium\" target=\"_blank\" rel=\"noreferrer noopener\">Quantpedia Premium strategies<\/a>&nbsp;have been added to our database<\/li>\n\n\n\n<li>11 new related research papers have been included in existing Premium strategies during the last month<\/li>\n\n\n\n<li>7 new <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/Screener?FilterQuantConnect=With%20QuantConnect%20Code\" target=\"_blank\" rel=\"noreferrer noopener\">backtests were written in QuantConnect code<\/a>. Our database currently now contains <strong>over 830<\/strong> strategies with out-of-sample backtests\/codes.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Additionally, 4 new research articles were published on the <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/blog\/\">Quantpedia blog<\/a> in the previous month:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/dangers-of-relying-on-ohlc-prices-the-case-of-overnight-drift-in-gdx-etf\/\" title=\"\">Dangers of Relying on OHLC Prices \u2013 the Case of Overnight Drift in GDX ETF<\/a><\/strong><br><strong>Authors<\/strong>: Cyril Dujava<br><strong>Title<\/strong>:&nbsp;Dangers of Relying on OHLC Prices \u2013 the Case of Overnight Drift in GDX ETF<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/does-the-image-based-industry-classification-outperform\/\" title=\"\">Does the Image-Based Industry Classification Outperform?<\/a><\/strong><br><strong>Authors:<\/strong> Tomasz Kaczmarek and Kuntara Pukthuanthong<br><strong>Title:<\/strong> Tomasz Kaczmarek and Kuntara Pukthuanthong<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/using-inflation-data-for-systematic-gold-and-treasury-investment-strategies\/\" title=\"\">Using Inflation Data for Systematic Gold and Treasury Investment Strategies<\/a><\/strong><br><strong>Authors:<\/strong> Cyril Dujava<br><strong>Title:<\/strong> Using Inflation Data for Systematic Gold and Treasury Investment Strategies<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/can-margin-debt-help-predict-spys-growth-bear-markets\/\" title=\"\">Can Margin Debt Help Predict SPY\u2019s Growth &amp; Bear Markets?<\/a><\/strong><br><strong>Authors:<\/strong> Sona Beluska<br><strong>Title:<\/strong> Can Margin Debt Help Predict SPY\u2019s Growth &amp; Bear Markets?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yours \u2026<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Radovan Vojtko<br>CEO &amp; Head of Research<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"block-854363cc-8450-4dc0-a06a-c737766e9431\"><strong>Are you looking for more strategies to read about? <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/sign-up-for-our-newsletter\/\">Sign up for our newsletter<\/a> or visit our <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/blog\/\">Blog<\/a> or <a href=\"http:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/Screener\">Screener<\/a><\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"block-65925002-6290-4d3b-b5cd-f3a277851ec8\"><strong>Do you want to learn more about Quantpedia Premium service? Check <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/how-it-works\/\">how Quantpedia works<\/a>, <a href=\"http:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/Home\/About\">our mission<\/a> and <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/pricing\/\">Premium pricing offer<\/a>.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"block-34bf63ae-5a22-40a3-aeb4-769374e833d8\"><strong>Do you want to learn more about Quantpedia Pro service? Check its <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/how-it-works\/quantpedia-pro\/\">description<\/a>, watch <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/how-it-works\/quantpedia-explains\/\">videos<\/a>, review <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/how-it-works\/quantpedia-pro-reports\/\">reporting capabilities<\/a> and visit our <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/pricing-pro\/\">pricing offer<\/a>.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"block-21942b3a-14d9-4c0f-b8ef-04d64675e253\"><strong>Are you looking for historical data or backtesting platforms? Check our list of&nbsp;<a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/links-tools\/?category=algo-trading-discounts\">Algo Trading Discounts<\/a><\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Would you like free access to <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/pricing\/\" title=\"\">our services<\/a>? Then, <a href=\"https:\/\/lightspeed.com\/lp\/quantpedia-lightspeed-financial-services-group-one-free-year-promotion\" title=\"\">open an account with Lightspeed<\/a> and enjoy one year of Quantpedia Premium at no cost.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"block-4c45d6c9-c8dd-4283-8743-bf573cfa4d45\"><strong>Or follow us on:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"block-476e95ed-31a5-4c4d-b701-5203f9fb2e24\"><strong>Facebook <a href=\"https:\/\/www.facebook.com\/groups\/quantstrategies\">Group<\/a>, Facebook <a href=\"https:\/\/www.facebook.com\/quantpedia\/\">Page<\/a>, <a href=\"https:\/\/twitter.com\/quantpedia\">Twitter<\/a>, <a href=\"https:\/\/www.linkedin.com\/company\/quantpedia\">Linkedin<\/a>, <a href=\"https:\/\/quantpedia.medium.com\/\">Medium<\/a> or <a href=\"https:\/\/www.youtube.com\/channel\/UC_YubnldxzNjLkIkEoL-FXg\">Youtube<\/a><\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p><strong>Hello all,<\/p>\n<p>What have we accomplished in the last month?<\/p>\n<p>\u2013 An upgraded ETF Replication and Closest Neighbours reports<br \/>\n\u2013 A reminder for Quantpedia Awards 2025 competition with a $25.000 prize pool<br \/>\n\u2013 MesoSim discount announcement<br \/>\n\u2013 11 new <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/how-it-works\/quantpedia-premium\/\"><strong>Quantpedia Premium<\/strong><\/a> strategies have been added to our database<br \/>\n\u2013 11 new related research papers have been included in existing Premium strategies during the last month<br \/>\n\u2013 Additionally, we have produced 7 new backtests written in <a href=\"https:\/\/www.quantconnect.com\/?utm_source=sdkfjssdfgsdm5qwlks8323dslkdfjsx246s30dlsaaslgk&#038;ref=radovanvojtko\"><strong>QuantConnect<\/strong><\/a> code<br \/>\n\u2013 4 new blog posts that you may find interesting have been published on our <a href=\"https:\/\/\\\/\\\/new-fmhwbzh6ghd9hede.swedencentral-01.azurewebsites.net\/blog\/\"><strong>Quantpedia blog<\/strong><\/a> in the previous month<br \/>\n<\/strong><\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-39183","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/posts\/39183","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/comments?post=39183"}],"version-history":[{"count":0,"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/posts\/39183\/revisions"}],"wp:attachment":[{"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/media?parent=39183"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/categories?post=39183"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vvv.quantpedia.com\/es\/wp-json\/wp\/v2\/tags?post=39183"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}