We will cover the following recipes in this chapter: 

• The Mann-Whitney test
• Estimating nonparametric ANOVA 
• The Spearman's rank correlation test 
• LOESS regression 
• Finding the best transformations via the acepack package 
• Nonparametric multivariate tests using the npmv package 
• Semiparametric regression with the semiPar package