Teaching activities
(PDF documents are in french)
Elementary Statistics
- Estimation theory (slides)
- Hypothesis testing (slides)
- One-way analysis of variance (slides)
- Linear regression (slides)
- Chi-square test (slides,quizz)
Introduction to biostatistics
- Logistic regression model (slides, handbook, quizz)
- Model selection and logistic discriminant analysis (slides, quizz)
- Multi-class logistic model & tree-based classification (slides, quizz)
Geostatistics (handbook)
Statistics for post-genomic data
- First steps with R (handbook)
- Normalization and experimental design (slides, handbook)
- Differential analysis (slides, handbook)
- Supervised classification (slides)
Nonlinear statistics
- Introduction to biological data analysis (slides)
- Model selection (slides, dataset)
- Nonlinear regression (slides, dataset)
- Nonparametric regression and functional data analysis (slides, dataset)
- Generalized linear model (slides)
- NIRS, MIRS, Raman data (exam 2009, 2010)