Teaching

I currently am a teaching three topics in statistics at ENSAI Rennes: Hypothesis Testing, Linear and Generalized Linear Model and Times Series (TD 2024).

Introduction to Hypothesis Testing

See the Glossary for English/French translations. See also the note recalling some notion on Density and Likelihood.

Slides

• Testing Models
• Classical Tests on Gaussian Populations
• Goodness of Fit and Homogeneity Tests
• Tests for Dependency

Lectures

• Testing Models
  
• Classical Tests on Gaussian Populations
• Goodness of Fit and Homogeneity Tests
• Tests for Dependency

Exercises

• TD1
• TD2
• TD3
• TD4
• TP

Annals

• Exam 2025
• Correction 2025

Pluto Notebooks

• Proba Basics
• Approximation of Distributions
• Illustration of pvalue

Linear and Generalized Linear Model

This course is offered to second-year ENSAI students in collaboration with Frédéric Lavancier. Most resources below are adapted from Frédéric Lavancier’s teaching materials

Slides

Linear Model

• Introduction
• Definition of the Linear Model
• Inference
• Validation
• Model Selection
• ANOVA/ANCOVA

Generalized Linear Model

• Introduction to GLM
• Logistic Model
• Models for Categorical Data
• Counting Models

Exercises

• TD1
• TD2-5
• TD6-8