Nonparametric Statistical Methods Using R
Focusing on robust rank-based nonparametric methods, this book covers rank-based fitting and testing for models ranging from simple location models to general linear models for uncorrelated and correlated responses. Illustrated with real data examples using R, each chapter includes a short problem set with data sets. The corresponding example codes are available online. Accessible to nonspecialists, the book also offers an appendix with the technical details of the geometry of rank-based estimation.