Recent & Upcoming Talks on MALFhttps://maluque.netlify.app/talk/Recent content in Recent & Upcoming Talks on MALFHugo -- gohugo.ioen© 2025-2026 Miguel Angel Luque-FernandezThu, 15 May 2025 00:00:00 +0000Conformal Statistical Inference: A Tutorial for Biostatistics and Machine Learning Applicationshttps://maluque.netlify.app/talk/conformal-tutorial/Thu, 15 May 2025 00:00:00 +0000https://maluque.netlify.app/talk/conformal-tutorial/This tutorial introduces Conformal Statistical Inference — a distribution-free framework for constructing prediction sets with valid finite-sample coverage guarantees. It covers: Foundations: exchangeability, nonconformity scores, coverage probability guarantees Split Conformal Prediction (SCP): computationally efficient, data-splitting approach Conformal Quantile Regression (CQR): adaptive intervals handling heteroscedasticity Full Conformal Prediction: exhaustive leave-one-out calibration Jackknife+: conservative leave-one-out conformal with improved properties Resources 🎓 Tutorial Slides (Spanish): Quarto RevealJS slides 📘 Comprehensive Guide (English): Interactive notebook 💻 Reproducible code available on GitHubClinical Epidemiology in the Era of the Big Data Revolution: New Opportunities.https://maluque.netlify.app/talk/example-talk/Sun, 01 Jan 2017 00:00:00 +0000https://maluque.netlify.app/talk/example-talk/Ensemble Learning Targeted Maximum Likelihood Estimation, at London.https://maluque.netlify.app/talk/example-talk2/Sun, 01 Jan 2017 00:00:00 +0000https://maluque.netlify.app/talk/example-talk2/Embed your slides or video here using shortcodes. Further details can easily be added using Markdown and $\rm \LaTeX$ math code.Paradoxical collider effect in the analysis of non-communicable disease epidemiological data: a reproducible illustration and web application .https://maluque.netlify.app/talk/example-talk3/Sun, 01 Jan 2017 00:00:00 +0000https://maluque.netlify.app/talk/example-talk3/Embed your slides or video here using shortcodes. Further details can easily be added using Markdown and $\rm \LaTeX$ math code.The Delta-Method and Influence Function in Medical Statistics: a Reproducible Tutorial.https://maluque.netlify.app/talk/example-talk4/Sun, 01 Jan 2017 00:00:00 +0000https://maluque.netlify.app/talk/example-talk4/Embed your slides or video here using shortcodes. Further details can easily be added using Markdown and $\rm \LaTeX$ math code.