NONPARAMETRIC STATISTICAL METHODS USING R (CHAPMAN & HALL/CRC TEXTS IN STATISTICAL SCIENCE)

JOHN KLOKE AND JOSEPH MCKEAN

ISBN 10: 0367651351 / ISBN 13: 9780367651350

Edité par T&F/CRC PRESS, 2024

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Synopsis :

This thoroughly updated and expanded second edition covers traditional nonparametric methods and rank-based analyses. Two new chapters covering multivariate analyses and big data have been added. Core classical nonparametrics chapters on one- and two-sample problems have been expanded

À propos de l?auteur:

John D. Kloke is a bit of a jack-of-all-trades as he has worked as a clinical trial statistician supporting industry as well as academic studies and he also served as a teacher-scholar at several academic institutions. He has held faculty positions at the University of California - Santa Barbara, University of Wisconsin - Madison, University of Pittsburgh, Bucknell University, and Pomona College. An early adopter of R, 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 emeritus 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 co-edited the book Robust Rank-Based and Nonparametric Methods. He served as an associate editor of several statistics journals and is a fellow of the American Statistical Association.

Détails bibliographiques

Titre : NONPARAMETRIC STATISTICAL METHODS USING R (...
Éditeur : T&F/CRC PRESS
Date d'édition : 2024
Reliure : Hardcover
Etat : New
Edition : 2ème Édition, Edition internationale