{"id":218715,"date":"2026-10-09T12:05:09","date_gmt":"2026-10-09T16:05:09","guid":{"rendered":"https:\/\/ibkrcampus.eu\/campus\/uncategorized\/ibkr-quant-blog-highlights-september-2026\/"},"modified":"2026-10-13T09:37:59","modified_gmt":"2026-10-13T09:37:59","slug":"ibkr-quant-blog-highlights-september-2026","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.eu\/campus\/ibkr-quant-news\/quant-development\/ibkr-quant-blog-highlights-september-2026\/","title":{"rendered":"IBKR Quant Blog Highlights &#8211; September 2026"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">A curated selection of this month\u2019s quantitative finance articles, highlighting financial data tools, AI and machine learning advancements, and academic research on risk and market structure.<\/p>\n\n\n\n<h2 id=\"h-quantitative-trading-tools-with-jason-foster\" class=\"wp-block-heading\">Quantitative Trading Tools with Jason Foster<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/secfile-sec-edgar-filings-in-r-and-python\/\" data-type=\"link\" data-id=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/secfile-sec-edgar-filings-in-r-and-python\/\">secfile: SEC EDGAR Filings in R and Python<\/a> &#8211; The secfile package streamlines SEC EDGAR data retrieval in R and Python by managing sessions, rate limits, pagination, caching, URL construction, and inline XBRL parsing.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/yfscreen-yahoo-finance-screener-in-r-and-python\/\">yfscreen: Yahoo Finance Screener in R and Python<\/a> &#8211; The yfscreen package simplifies screening across multiple security types, allowing R and Python users to focus on filtering and retrieving Yahoo Finance data instead of managing API details.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/time-series-of-implied-shocks-using-principal-component-analysis\/\">Time-Series of Implied Shocks Using Principal Component Analysis<\/a> &#8211; PCA can generate implied shocks for portfolio scenario analysis, address time-series eigenanalysis challenges, and compare specified and PCA-based shocks using the open-source rolleigen package.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-ai-amp-machine-learning-by-jason-of-pyquant-news\" class=\"wp-block-heading\">AI &amp; Machine Learning by Jason of PyQuant News<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/reinforcement-learning-transforming-trading-strategies\/\">Reinforcement Learning Transforming Trading Strategies<\/a> &#8211; Reinforcement learning is reshaping trading and portfolio management by adapting strategies, optimizing allocations, and improving risk management.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/ai-driven-analytics-transform-investment-strategies\/\">AI-Driven Analytics Transform Investment Strategies<\/a> &#8211; AI-driven predictive analytics is transforming investing by enabling faster, data-informed risk management, trading, portfolio optimization, and sentiment analysis.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/the-future-of-finance-ai-in-dynamic-pricing\/\">The Future of Finance: AI in Dynamic Pricing<\/a> &#8211; AI-driven dynamic pricing helps financial institutions optimize revenue and personalize products using real-time data analysis<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-python-ibkr-api-and-trading-automation-with-ibridgepy\" class=\"wp-block-heading\">Python, IBKR API, and Trading Automation with IBridgePy<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/unlocking-the-power-of-trading-automation-a-guide-to-interactive-brokers-python-api\/\">Unlocking the Power of Trading Automation: A Guide to Interactive Brokers Python API<\/a> &#8211; The Interactive Brokers Python API allows traders to automate strategies, access real-time and historical market data, manage orders, monitor risk, and develop advanced algorithms through structured setup, integration, and testing.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/use-of-python-for-finance-and-algorithmic-trading\/\">Use of Python For Finance and Algorithmic Trading<\/a> &#8211; Python is the preferred language for finance and algorithmic trading due to its accessible syntax, extensive libraries, and robust data analysis, visualization, and platform-building capabilities.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/introduction-to-interactive-brokers-api\/\">Introduction to Interactive Brokers API<\/a> &#8211; Algorithmic traders can automate strategies, build custom trading tools, access historical data, create indicators and alerts, integrate Python libraries, and connect securely to IB accounts using TWS or Gateway.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-academic-research-insights-from-elisabetta-basilico-alpha-architect-blog\" class=\"wp-block-heading\">Academic Research Insights from Elisabetta Basilico, Alpha Architect Blog<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/firm-to-firm-financial-linkages-and-dollar-risk-transmission\/\">Firm-to-Firm Financial Linkages and Dollar Risk Transmission<\/a> &#8211; Elisabetta Basilico examines research by Hardie, Saffy and Simonovska, highlighting how dollar borrowing by large firms can transmit financial risk across emerging-market supply chains through trade credit.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/the-effect-of-advisors-incentives-on-clients-investments\/\">The Effect of Advisors&#8217; Incentives on Clients&#8217; Investments<\/a> &#8211; In another review, she explores a study by Battiston, Vidal, Vallve and Lou, which examines how financial advisors\u2019 incentives may conflict with clients\u2019 goals.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/social-securitys-role-in-the-federal-debt-explosion\/\">Social Security&#8217;s Role in the Federal Debt Explosion<\/a> &#8211;  She also reviews Boccia and Nachkebia\u2019s paper examining the impact of Social Security on federal debt.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>Already an Interactive Brokers Client?<\/strong><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/ndcdyn.interactivebrokers.com\/mkt\/?src=quantASynchTWSAPIRTP&amp;url=%2Fsso%2Fresolver%3Faction%3DAccountSettings%26config%3DTradingPermissions\" target=\"_blank\" rel=\"noreferrer noopener\">Request Trading Permissions<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>New to Interactive Brokers?<\/strong><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/ndcdyn.interactivebrokers.com\/mkt\/?src=quantASynchTWSAPIAcc&amp;url=%2FUniversal%2FApplication\" target=\"_blank\" rel=\"noreferrer noopener\">Open Account<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A curated selection of this month\u2019s quantitative finance articles, highlighting financial data tools, AI and machine learning advancements, and academic research on risk and market 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