Lecture

Hypothesis Testing

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In course

MATH-232: Probability and statistics (for IC)

Cours d'introduction à la théorie des probabilités et aux statistiques. ...

Description

This lecture covers the concept of hypothesis testing, focusing on null and alternative hypotheses, densities under different scenarios, decision procedures, Neyman-Pearson lemma, ROC curves, and optimal tests. The lecture emphasizes the importance of maximizing power for a given threshold and provides examples and simulations to illustrate the concepts.

Instructors (2)

Emmanuel Abbé

Teaching & PhD PhD Students Denys Pushkin, Ortal Yona Senouf, Vladyslav Shashkov Past EPFL PhD Students Elisabetta Cornacchia, Aryo Lotfi Courses Reasoning in artificial intelligence MATH-700 Large language models have raised the potential of artificial intelligence in various applications, including science and mathematics, but their reasoning capabilities remain under investigations. This class focuses on defining, measuring and improving the reasoning capabilities of such AI models. Awa

Raphaël Jean Berthier

Official source

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