{"id":229459,"date":"2025-08-25T09:53:33","date_gmt":"2025-08-25T13:53:33","guid":{"rendered":"https:\/\/ibkrcampus.com\/campus\/?p=229459"},"modified":"2025-08-26T04:26:06","modified_gmt":"2025-08-26T08:26:06","slug":"ibkr-quant-blog-highlights-from-august-2025","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/ibkr-quant-blog-highlights-from-august-2025\/","title":{"rendered":"IBKR Quant Blog Highlights from August 2025"},"content":{"rendered":"\n<p>Explore these resources to stay updated on the IBKR API, and Python and R applications.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/using-technical-indicators-with-tws-api\/\">Using Technical Indicators with TWS API<\/a>&nbsp;\u2013 Khizer Khan and Sumayyah Syed from the Interactive Brokers API Team guide you through the implementation of the Relative Strength Index (RSI) using the Python TWS API.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/trading-mid-frequency-and-rv-like-a-pro-part-2-how-to-scale-trades\/\">Trading Mid-Frequency and RV Like a Pro (Part 2): How to Scale Trades<\/a><strong>&nbsp;&#8211; <\/strong>Dr. Nick Firoozye provides a detailed guide on using Mean-Variance Optimization (MVO) framework for trading.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/supercharging-quantitative-finance-with-data-table-new-features-and-performance-gains\/\">Supercharging Quantitative Finance with data.table: New Features and Performance Gains<\/a>&nbsp;\u2013 Tyson Barrett explains why the R package data.table is essential for quantitative analysts, highlighting its speed, memory efficiency, concise syntax, and robust ecosystem.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/bayesian-statistics-in-finance-a-traders-guide-to-smarter-decisions\/\">Bayesian Statistics in Finance: A Trader\u2019s Guide to Smarter Decisions<\/a>&nbsp;\u2013 Vivek Krishnamoorthy and Aacashi Nawyndder from QuantInsti present practical applications of Bayesian statistics in algorithmic trading.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/understanding-why-beats-statistical-significance\/\">Understanding \u201cWhy\u201d Beats Statistical Significance<\/a>&nbsp;\u2013 Kris Longmore of Robot Wealth discusses when full statistical significance is reasonable.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/leverage-is-dangerous-if-you-cant-borrow-in-a-crisis\/\">Leverage Is Dangerous If You Can\u2019t Borrow in a Crisis<\/a>&nbsp;\u2013 Elisabetta Basilico, Ph.D., CFA, examines a study on the repo market and provides insights from the financial crisis of 2007-2009 in this Alpha Architect post.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/the-backbone-of-quantitative-finance\/\">The Backbone of Quantitative Finance<\/a>&nbsp;\u2013 PyQuant News offers an overview of sources and some challenges related to financial market data.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/the-features-of-the-ibkr-api\/\">The Features of the IBKR API<\/a>&nbsp;\u2013 Dr. Hui Liu, Founder &amp; CEO, Creator, Running River Investment LLC &amp; IBridgePy showcases the API functionality.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/when-your-strategy-works-is-it-just-dumb-luck-how-to-stack-the-odds-in-your-favour\/\">When Your Strategy Works, Is It Just Dumb Luck? How to Stack the Odds in Your Favour<\/a>&nbsp;\u2013 Kris Longmore from Robot Wealth shares valuable insights on developing effective wealth-building strategies.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/simplicity-may-lead-to-too-much-risk-taking\/\">Simplicity May Lead to Too Much Risk Taking<\/a>&nbsp;\u2013 Elisabetta Basilico, Alpha Architect blog, discusses key insights from a recent academic paper on simplicity and risk in investing.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Explore these resources to stay updated on the IBKR API, and Python and R 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