Common non-parametric tests, Non-parametric analysis of variance, Non-parametric regression, robustness, breakdown and the influence cure, estimation using M, L and R Statistics, Contaminated distributions, Sampling-resampling Methods, Bootstrap and Jackknife, Confidence Intervals.