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Nonparametric Statistical Methods Using R
ISBN-13:
9781498787277
Veröffentl:
2014
Seiten:
287
Autor:
John Kloke
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
2 - DRM Adobe
Sprache:
Englisch
Beschreibung:
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, which are available on CRAN. Each chapter includes exercises, making the book suitable for an undergraduate or graduate course.
Getting Started with R, Basic Statistics. Two-Sample Problems. Regression I. ANOVA and ANCOVA. Time-to-Event Analysis. Regression II. Cluster Correlated Data. Bibliography. Index.
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