The course outlines: Non-parametric Estimation and Tests of Hypothesis (the Binomial Test and Estimation of p, Order Statistics, the Quantile Test and Estimation of xp, the Sign Test, Variations of the Sign Test); Contingency Tables - r x c Contingency Tables, the Median Test, Measures of Dependence, the Chi-square goodness of Fit Test; Statistical Inferences based on ranks and other topics will be examined.