TY - BOOK AU - Kloke,John AU - McKean,Joseph W. TI - Nonparametric statistical methods using R T2 - Chapman & Hall/CRC the R series SN - 9781439873434 (hardcover : alk. paper) U1 - 000SA.12 23 PY - 2015/// CY - Boca Raton : PB - CRC Press, KW - Nonparametric statistics KW - R (Computer program language) N1 - Includes bibliographical references and index; 1. Getting started with R -- 2. Basic statistics -- 3. Two-sample problems -- 4. Regression I -- 5. ANOVA and ANCOVA -- 6. Time to event analysis -- 7. Regression II -- 8. Cluster correlated data-- Bibliography-- Index N2 - This book covers traditional nonparametric methods and rank-based analyses, including estimation and inference for models ranging from simple location models to general linear and nonlinear models for uncorrelated and correlated responses. The authors emphasize applications and statistical computation. They illustrate the methods with many real and simulated data examples using R, including the packages Rfit and npsm ER -