Download courses and exercices
Links below propose many exercice
statements and related corrections. Also available : R codes
designed for illustrating many statistical methods (PCA projection,
regression and approximation techniques, regression trees ...).
Follow the white rabbit.
- Introduction
to Statistics & Probabilities [L1] A first year course on
basics in probabilities, random variables & stochastic approach in
environmental sciences
- Statistics for life sciences [L2]
- Statistics for life
sciences
[M1] A fourth year
course on random variables, statistical tests, power. This is a
synthesis of year 1 & 2 courses for students entering Y4
- Introduction
to Multivariate Data Analysis
[M1] A fourth year courses on principal component analysis,
projection
methods in statistics and geometrical approaches
- Learning methods,
Classification & Forecasting
[M2] a fifth year course on classification with an introduction
to
decision theory and forecasting
- R
programs Various R programs about PCA,
classifications, ...
- Datasets
various
datasets for illustrating how
regression works, how PCA and basic classification algorithms proceed.