chapter 1 Introduction -- chapter 2 Modelling Ties -- chapter 3 Tests on One-Way Layout Data: Extensions to the Median and Kruskal-Wallis Tests -- chapter 4 Tests Based on a Product Multinomial Model: Yates’ Test and its Extensions -- chapter 5 Further Tests Based on a Product Multinomial Model: Order in the Sign Test and Ordinal Categorical Data with a Factorial Response -- chapter 6 Tests on Complete Randomised Blocks: Extensions to the Friedman and Cochran Tests -- chapter 7 Further Tests on Randomised Blocks: Extensions to Durbin’s Test -- chapter 8 Extensions to a Nonparametric Correlation Test: Spearman’s Test -- chapter 9 One and S-Sample Smooth Tests of Goodness of Fit -- chapter 10 Conclusion.