{"id":203779,"date":"2024-03-27T11:31:51","date_gmt":"2024-03-27T15:31:51","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=203779"},"modified":"2024-04-01T14:12:56","modified_gmt":"2024-04-01T18:12:56","slug":"highlights-from-the-ibkr-quant-blog-march-2024","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/","title":{"rendered":"Highlights from the IBKR Quant Blog &#8211; March 2024"},"content":{"rendered":"\n<p>Be sure not to miss the latest articles on Python, IBKR API, and Algo Trading!<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"\/campus\/ibkr-quant-news\/connecting-python-to-excel\/\">Connecting Python to Excel<\/a> | In the first article from the new series on customizing an Excel workbook with Python, Andrew Wise, IBKR API Support Supervisor, demonstrates how to request live market data through the API.<\/li>\n\n\n\n<li><a href=\"\/campus\/ibkr-quant-news\/getting-started-with-the-interactive-brokers-native-api\/\">Getting Started with the Interactive Brokers Native API<\/a> | Founder of Robot Wealth, Kris Longmore, shows how to easily install and configure the IBKR API and retrieve account information.<\/li>\n\n\n\n<li><a href=\"\/campus\/podcasts\/ibkr-podcasts\/authenticating-with-the-ibkr-client-portal-rest-api\/\">Authenticating with the IBKR Client Portal REST API<\/a> | Andrew Wise presents a podcast on using the IBKR&#8217;s modern REST API to trade, monitor, and manage your IBKR account.<\/li>\n\n\n\n<li><a href=\"\/campus\/ibkr-quant-news\/a-conversation-with-robot-wealth-part-three-ideas-and-edges-rules-based-and-collaborative-systematic-trading\/\">A Conversation with Robot Wealth, Part Three: Ideas and Edges: Rules-Based and Collaborative Systematic Trading<\/a> | In this interview, Kris Longmore shares the three core principles that anchor Robot Wealth&#8217;s approach to collaborative systematic trading: flexibility, opportunism, and finding &#8216;edges.&#8217;<\/li>\n\n\n\n<li><a href=\"\/campus\/ibkr-quant-news\/blankly-python-backtesting-guide\/\">Blankly \u2013 Python Backtesting Guide<\/a> | If you&#8217;re interested in learning about Blankly, an open-source Python backtester, check out this AlgoTrading101 post by Igor Radovanovic.<\/li>\n\n\n\n<li><a href=\"\/campus\/ibkr-quant-news\/python-t-sne-dimensional-reduction-technique\/\">Python: t-SNE Dimensional Reduction Technique<\/a> | SHLee AI Financial Model demonstrates applications of t-SNE (t-Distributed Stochastic Neighbor Embedding) in Python.<\/li>\n\n\n\n<li><a href=\"\/campus\/ibkr-quant-news\/breaking-bad-momentum-trends\/\">Breaking Bad Momentum Trends<\/a> | Larry Swedroe has reviewed recent research on momentum strategies and shares his thoughts on them in this Alpha Architect article.<\/li>\n\n\n\n<li>QuantInsti&#8217;s tutorial &#8220;Clean, Transform, Optimize: The Power of Data Preprocessing&#8221; covers the <a href=\"\/campus\/ibkr-quant-news\/clean-transform-optimize-the-power-of-data-preprocessing-part-i\/\">basics of data preprocessing<\/a>, offers ready-to-use <a href=\"\/campus\/ibkr-quant-news\/clean-transform-optimize-the-power-of-data-preprocessing-part-ii\/\">Python scripts for data preprocessing<\/a>, and discusses the fundamentals of <a href=\"\/campus\/ibkr-quant-news\/clean-transform-optimize-the-power-of-data-preprocessing-part-iii\/\">data preparation and preprocessing<\/a>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Be sure not to miss the latest articles on Python, IBKR API, and Algo Trading!<\/p>\n","protected":false},"author":90,"featured_media":182801,"comment_status":"open","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":true,"footnotes":""},"categories":[339,343,349,338,341,342],"tags":[4873,16838,7617,806,5878,575,595,12204,5987,16857],"contributors-categories":[13576],"class_list":{"0":"post-203779","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-science","8":"category-programing-languages","9":"category-python-development","10":"category-ibkr-quant-news","11":"category-quant-development","12":"category-r-development","13":"tag-backtesting","14":"tag-blankly","15":"tag-data-preprocessing","16":"tag-data-science","17":"tag-excel","18":"tag-ibkr-api","19":"tag-python","20":"tag-rest-api","21":"tag-systematic-trading","22":"tag-t-sne-dimensional-reduction-technique","23":"contributors-categories-interactive-brokers"},"pp_statuses_selecting_workflow":false,"pp_workflow_action":"current","pp_status_selection":"publish","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Highlights from the IBKR Quant Blog &#8211; March 2024<\/title>\n<meta name=\"description\" content=\"Be sure not to miss the latest articles on Python, IBKR API, and Algo Trading!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.interactivebrokers.com\/campus\/wp-json\/wp\/v2\/posts\/203779\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Highlights from the IBKR Quant Blog - March 2024 | IBKR Campus US\" \/>\n<meta property=\"og:description\" content=\"Be sure not to miss the latest articles on Python, IBKR API, and Algo Trading!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/\" \/>\n<meta property=\"og:site_name\" content=\"IBKR Campus US\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-27T15:31:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-01T18:12:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2023\/02\/quant-blue-digits.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"563\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"IBKR Quant\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"IBKR Quant\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\n\t    \"@context\": \"https:\\\/\\\/schema.org\",\n\t    \"@graph\": [\n\t        {\n\t            \"@type\": \"NewsArticle\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/#article\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/\"\n\t            },\n\t            \"author\": {\n\t                \"name\": \"IBKR Quant\",\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/person\\\/8279da2435a7846d83a358a25c49b8f4\"\n\t            },\n\t            \"headline\": \"Highlights from the IBKR Quant Blog &#8211; March 2024\",\n\t            \"datePublished\": \"2024-03-27T15:31:51+00:00\",\n\t            \"dateModified\": \"2024-04-01T18:12:56+00:00\",\n\t            \"mainEntityOfPage\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/\"\n\t            },\n\t            \"wordCount\": 255,\n\t            \"commentCount\": 0,\n\t            \"publisher\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2023\\\/02\\\/quant-blue-digits.jpg\",\n\t            \"keywords\": [\n\t                \"backtesting\",\n\t                \"Blankly\",\n\t                \"Data Preprocessing\",\n\t                \"Data Science\",\n\t                \"Excel\",\n\t                \"IBKR API\",\n\t                \"Python\",\n\t                \"Rest API\",\n\t                \"Systematic Trading\",\n\t                \"t-SNE Dimensional Reduction Technique\"\n\t            ],\n\t            \"articleSection\": [\n\t                \"Data Science\",\n\t                \"Programming Languages\",\n\t                \"Python Development\",\n\t                \"Quant\",\n\t                \"Quant Development\",\n\t                \"R Development\"\n\t            ],\n\t            \"inLanguage\": \"en-US\",\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"CommentAction\",\n\t                    \"name\": \"Comment\",\n\t                    \"target\": [\n\t                        \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/#respond\"\n\t                    ]\n\t                }\n\t            ]\n\t        },\n\t        {\n\t            \"@type\": \"WebPage\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/\",\n\t            \"url\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/\",\n\t            \"name\": \"Highlights from the IBKR Quant Blog - March 2024 | IBKR Campus US\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#website\"\n\t            },\n\t            \"primaryImageOfPage\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/#primaryimage\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/#primaryimage\"\n\t            },\n\t            \"thumbnailUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2023\\\/02\\\/quant-blue-digits.jpg\",\n\t            \"datePublished\": \"2024-03-27T15:31:51+00:00\",\n\t            \"dateModified\": \"2024-04-01T18:12:56+00:00\",\n\t            \"description\": \"Be sure not to miss the latest articles on Python, IBKR API, and Algo Trading!\",\n\t            \"inLanguage\": \"en-US\",\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"ReadAction\",\n\t                    \"target\": [\n\t                        \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/\"\n\t                    ]\n\t                }\n\t            ]\n\t        },\n\t        {\n\t            \"@type\": \"ImageObject\",\n\t            \"inLanguage\": \"en-US\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/ibkr-quant-news\\\/highlights-from-the-ibkr-quant-blog-march-2024\\\/#primaryimage\",\n\t            \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2023\\\/02\\\/quant-blue-digits.jpg\",\n\t            \"contentUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2023\\\/02\\\/quant-blue-digits.jpg\",\n\t            \"width\": 1000,\n\t            \"height\": 563,\n\t            \"caption\": \"Real Effective Exchange Rate (REER): Formula, Calculation, and More\"\n\t        },\n\t        {\n\t            \"@type\": \"WebSite\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#website\",\n\t            \"url\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/\",\n\t            \"name\": \"IBKR Campus US\",\n\t            \"description\": \"Financial Education from Interactive Brokers\",\n\t            \"publisher\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\"\n\t            },\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"SearchAction\",\n\t                    \"target\": {\n\t                        \"@type\": \"EntryPoint\",\n\t                        \"urlTemplate\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/?s={search_term_string}\"\n\t                    },\n\t                    \"query-input\": {\n\t                        \"@type\": \"PropertyValueSpecification\",\n\t                        \"valueRequired\": true,\n\t                        \"valueName\": \"search_term_string\"\n\t                    }\n\t                }\n\t            ],\n\t            \"inLanguage\": \"en-US\"\n\t        },\n\t        {\n\t            \"@type\": \"Organization\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#organization\",\n\t            \"name\": \"Interactive Brokers\",\n\t            \"alternateName\": \"IBKR\",\n\t            \"url\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/\",\n\t            \"logo\": {\n\t                \"@type\": \"ImageObject\",\n\t                \"inLanguage\": \"en-US\",\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/logo\\\/image\\\/\",\n\t                \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2024\\\/05\\\/ibkr-campus-logo.jpg\",\n\t                \"contentUrl\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/wp-content\\\/uploads\\\/sites\\\/2\\\/2024\\\/05\\\/ibkr-campus-logo.jpg\",\n\t                \"width\": 669,\n\t                \"height\": 669,\n\t                \"caption\": \"Interactive Brokers\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/logo\\\/image\\\/\"\n\t            },\n\t            \"publishingPrinciples\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/about-ibkr-campus\\\/\",\n\t            \"ethicsPolicy\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/cyber-security-notice\\\/\"\n\t        },\n\t        {\n\t            \"@type\": \"Person\",\n\t            \"@id\": \"https:\\\/\\\/ibkrcampus.com\\\/campus\\\/#\\\/schema\\\/person\\\/8279da2435a7846d83a358a25c49b8f4\",\n\t            \"name\": \"IBKR Quant\",\n\t            \"url\": \"https:\\\/\\\/www.interactivebrokers.com\\\/campus\\\/author\\\/ibkrquant\\\/\"\n\t        }\n\t    ]\n\t}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Highlights from the IBKR Quant Blog &#8211; March 2024","description":"Be sure not to miss the latest articles on Python, IBKR API, and Algo Trading!","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.interactivebrokers.com\/campus\/wp-json\/wp\/v2\/posts\/203779\/","og_locale":"en_US","og_type":"article","og_title":"Highlights from the IBKR Quant Blog - March 2024 | IBKR Campus US","og_description":"Be sure not to miss the latest articles on Python, IBKR API, and Algo Trading!","og_url":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/","og_site_name":"IBKR Campus US","article_published_time":"2024-03-27T15:31:51+00:00","article_modified_time":"2024-04-01T18:12:56+00:00","og_image":[{"width":1000,"height":563,"url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2023\/02\/quant-blue-digits.jpg","type":"image\/jpeg"}],"author":"IBKR Quant","twitter_card":"summary_large_image","twitter_misc":{"Written by":"IBKR Quant","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/#article","isPartOf":{"@id":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/"},"author":{"name":"IBKR Quant","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/person\/8279da2435a7846d83a358a25c49b8f4"},"headline":"Highlights from the IBKR Quant Blog &#8211; March 2024","datePublished":"2024-03-27T15:31:51+00:00","dateModified":"2024-04-01T18:12:56+00:00","mainEntityOfPage":{"@id":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/"},"wordCount":255,"commentCount":0,"publisher":{"@id":"https:\/\/ibkrcampus.com\/campus\/#organization"},"image":{"@id":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/#primaryimage"},"thumbnailUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2023\/02\/quant-blue-digits.jpg","keywords":["backtesting","Blankly","Data Preprocessing","Data Science","Excel","IBKR API","Python","Rest API","Systematic Trading","t-SNE Dimensional Reduction Technique"],"articleSection":["Data Science","Programming Languages","Python Development","Quant","Quant Development","R Development"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/","url":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/","name":"Highlights from the IBKR Quant Blog - March 2024 | IBKR Campus US","isPartOf":{"@id":"https:\/\/ibkrcampus.com\/campus\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/#primaryimage"},"image":{"@id":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/#primaryimage"},"thumbnailUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2023\/02\/quant-blue-digits.jpg","datePublished":"2024-03-27T15:31:51+00:00","dateModified":"2024-04-01T18:12:56+00:00","description":"Be sure not to miss the latest articles on Python, IBKR API, and Algo Trading!","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ibkrcampus.com\/campus\/ibkr-quant-news\/highlights-from-the-ibkr-quant-blog-march-2024\/#primaryimage","url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2023\/02\/quant-blue-digits.jpg","contentUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2023\/02\/quant-blue-digits.jpg","width":1000,"height":563,"caption":"Real Effective Exchange Rate (REER): Formula, Calculation, and More"},{"@type":"WebSite","@id":"https:\/\/ibkrcampus.com\/campus\/#website","url":"https:\/\/ibkrcampus.com\/campus\/","name":"IBKR Campus US","description":"Financial Education from Interactive Brokers","publisher":{"@id":"https:\/\/ibkrcampus.com\/campus\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ibkrcampus.com\/campus\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/ibkrcampus.com\/campus\/#organization","name":"Interactive Brokers","alternateName":"IBKR","url":"https:\/\/ibkrcampus.com\/campus\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/logo\/image\/","url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2024\/05\/ibkr-campus-logo.jpg","contentUrl":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2024\/05\/ibkr-campus-logo.jpg","width":669,"height":669,"caption":"Interactive Brokers"},"image":{"@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/logo\/image\/"},"publishingPrinciples":"https:\/\/www.interactivebrokers.com\/campus\/about-ibkr-campus\/","ethicsPolicy":"https:\/\/www.interactivebrokers.com\/campus\/cyber-security-notice\/"},{"@type":"Person","@id":"https:\/\/ibkrcampus.com\/campus\/#\/schema\/person\/8279da2435a7846d83a358a25c49b8f4","name":"IBKR Quant","url":"https:\/\/www.interactivebrokers.com\/campus\/author\/ibkrquant\/"}]}},"jetpack_featured_media_url":"https:\/\/www.interactivebrokers.com\/campus\/wp-content\/uploads\/sites\/2\/2023\/02\/quant-blue-digits.jpg","_links":{"self":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts\/203779","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/users\/90"}],"replies":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/comments?post=203779"}],"version-history":[{"count":0,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/posts\/203779\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/media\/182801"}],"wp:attachment":[{"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/media?parent=203779"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/categories?post=203779"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/tags?post=203779"},{"taxonomy":"contributors-categories","embeddable":true,"href":"https:\/\/ibkrcampus.com\/campus\/wp-json\/wp\/v2\/contributors-categories?post=203779"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}