Nonparametric Statistical Methods Using R (Chapman & Hall/CRC Texts in Statistical Science) - Tapa dura

Kloke, John; McKean, Joseph

 
9781439873434: Nonparametric Statistical Methods Using R (Chapman & Hall/CRC Texts in Statistical Science)
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ISBN 10: 1439873437 ISBN 13: 9781439873434
Editorial: Chapman and Hall/CRC, 2014

Sinopsis

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.

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Acerca del autor

John Kloke is a biostatistician and assistant scientist at the University of Wisconsin–Madison. He has held faculty positions at the University of Pittsburgh, Bucknell University, and Pomona College. An R user for more than 15 years, he is an author and maintainer of numerous R packages, including Rfit and npsm. He has published papers on nonparametric rank-based estimation, including analysis of cluster correlated data.

Joseph W. McKean is a professor of statistics at Western Michigan University. He has published many papers on nonparametric and robust statistical procedures and has co-authored several books, including Robust Nonparametric Statistical Methods and Introduction to Mathematical Statistics. He is an associate editor of several statistics journals and a fellow of the American Statistical Association.

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Editorial
Chapman and Hall/CRC
Año de publicación
2014
Idioma
Inglés
ISBN 10 
1439873437
ISBN 13 
9781439873434
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
288
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780367739720: Nonparametric Statistical Methods Using R (Chapman & Hall/CRC Texts in Statistical Science)

Edición Destacada

ISBN 10:  0367739720 ISBN 13:  9780367739720
Editorial: Routledge, 2020
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