This cours gives an introduction to non-parametric statistics. Specifically, after a reminder on parametric estimation and hypothesis testing, we will study Wilcoxon's signed rank test, the empirical cumulative distribution function, the Mann-Whitney U test, QQ-plots and goodness-of-fit testing, robust correlation measures, non-parametric density estimation and regression. All methods will be illustrated with practical examples.
Exercices and their corrections are available on webcampus.
Two-part evaluation
| Formation | Programme d’études | Bloc | Crédits | Obligatoire |
|---|---|---|---|---|
| Standard | 0 | 3 | ||
| Standard | 1 | 3 |