{"id":222612,"date":"2025-04-24T12:18:29","date_gmt":"2025-04-24T16:18:29","guid":{"rendered":"https:\/\/ibkrcampus.com\/campus\/?p=222612"},"modified":"2025-04-24T12:18:43","modified_gmt":"2025-04-24T16:18:43","slug":"april-2025-highlights-from-the-ibkr-quant-blog","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/april-2025-highlights-from-the-ibkr-quant-blog\/","title":{"rendered":"April 2025 Highlights from the IBKR Quant Blog"},"content":{"rendered":"\n<p>Explore these valuable resources on algo trading!<\/p>\n\n\n\n<p>Our recent articles feature interviews with quants:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Professor Kris Boudt, Vrije Universiteit Brussel, and co-founder of Sentometrics, discusses the pivotal moment that changed his life. He shares insights on the community spirit and impact of The R\/Finance Conference: <a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/kris-boudt-part-one-quant-innovator-professor-entrepreneur\/\">Kris Boudt Part One: Quant Innovator, Professor, Entrepreneur<\/a> and <a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/kris-boudt-part-two-the-r-finance-conference\/\">Kris Boudt Part Two: The R\/Finance Conference<\/a> <\/li>\n\n\n\n<li>Philip Sun, CEO of Adaptive Investment Solutions LLC and a professor at Boston University, explains how a passive overlay can help independent advisors and investors manage downside portfolio risk. In addition, he highlights the role of the Student Trading Lab and the API in his classes: <a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/reducing-the-risk-of-risk-management\/\">Reducing the Risk of Risk Management<\/a> and <a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/a-lower-risk-option-for-options-passive-risk-management\/\">A Lower Risk Option for Options: Passive Risk Management<\/a><\/li>\n<\/ul>\n\n\n\n<p>Discover insights on Python programming:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/power-of-monte-carlo-simulations-in-finance\/\">Power of Monte Carlo Simulations in Finance<\/a> &#8211; PyQuant News describes how Monte Carlo simulations work and offers guidance on using them.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/faster-downloads-using-python-multithreading\/\">Faster Downloads Using Python Multithreading<\/a> &#8211; Rishikesh Mahadevan, QuantInsti, delivers ready-to-use code for implementing multithreading in Python.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/nlp-for-financial-sentiment-analysis\/\">NLP for Financial Sentiment Analysis<\/a> &#8211; PyQuant News illustrates the steps of sentiment analysis and examines its applications in financial markets.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/build-a-pairs-trading-strategy-in-python-a-step-by-step-guide\/\">Build a Pairs Trading Strategy in Python: A Step-by-Step Guide<\/a> &#8211; Databento explains data extraction and how to implement a pairs trading strategy using Python.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/risk-metrics-in-python-var-and-cvar-guide\/\">Risk Metrics in Python: VaR and CVaR<\/a> &#8211; PyQuant News demonstrates how to implement Value at Risk (VaR) and Conditional Value at Risk (CVaR) using Python.<\/li>\n<\/ul>\n\n\n\n<p>Stay informed about quantitative and general market topics:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/quant-development\/introduction-to-statistical-thinking-for-smarter-choices-and-analysis\/\">Introduction to Statistical Thinking for Smarter Choices and Analysis <\/a>&#8211; Vivek Krishnamoorthy and Anshul Tayal, QuantInsti, explore the differences between descriptive and inferential statistics.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/what-every-trader-should-know-about-market-data\/\">What Every Trader Should Know About Market Data<\/a> &#8211; Viraj Bhagat, QuantInsti Blog, offers essential information traders need regarding market data.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/understanding-what-drives-momentum-in-global-stock-markets\/\">Understanding What Drives Momentum in Global Stock Markets<\/a> &#8211; Elisabetta Basilico, Ph.D., CFA, Alpha Architect blog, examines why well-performing stocks often continue to perform, a phenomenon called \u201cmomentum.\u201d<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/market-anxiety-spikes-sp-500-options-show-rare-volatility-backwardation\/\">Market Anxiety Spikes: S&amp;P 500 Options Show Rare Volatility Backwardation<\/a> &#8211; Matt Amberson, ORATS, discusses implied volatility and the concept of backwardation in the context of recent market conditions.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.interactivebrokers.com\/campus\/ibkr-quant-news\/nonfarm-payrolls-march-2025\/\">Nonfarm Payrolls March 2025<\/a> &#8211; Will Klinke, Total Wealth Partners, examines the March 2025 Nonfarm Payrolls.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our recent articles feature interviews with 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