Book
Nonparametric Statistical Methods Using R
ISBN : 9780367651350
Author : John Kloke
Publisher : Crc Press
Year : 2024
Language : English
Type : Book
Description : This thoroughly updated and expanded second edition of Nonparametric Statistical Methods Using R 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 to include discussions on ties as well as power and sample size determination. Common machine learning topics --- including k-nearest neighbors and trees --- have also been included in this new edition.
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