Everitt B.S., Hothorn T. - A Handbook of Statistical Analyses Using R, Second Edition [2009, PDF, ENG]

A Handbook of Statistical Analyses Using R, Second Edition

Год выпуска: 2009
Автор: Brian S. Everitt and Torsten Hothorn
Жанр: Руководство
Издательство: Chapman&Hall/CRC
ISBN: 978-1-4200-7933-3
Язык: Английский
Формат: PDF
Качество: eBook (изначально компьютерное)
Количество страниц: 360
Описание: Like its bestselling predecessor, A Handbook of Statistical Analyses Using R, Second Edition provides a guide to data analysis using the R system for statistical computing. Each chapter includes a brief account of the relevant statistical background, along with appropriate references.
New to the Second Edition
* New chapters on graphical displays, generalized additive models, and simultaneous inference
* A new section on generalized linear mixed models that completes the discussion on the analysis of longitudinal data where the response variable does not have a normal distribution
* New examples and additional exercises in several chapters
* A new version of the HSAUR package (HSAUR2), which is available from CRAN
This edition continues to offer straightforward descriptions of how to conduct a range of statistical analyses using R, from simple inference to recursive partitioning to cluster analysis. Focusing on how to use R and interpret the results, it provides students and researchers in many disciplines with a self-contained means of using R to analyze their data.