Author : William N. Venables
Release : 2013-11-11
Genre : Mathematics
Kind :
Book Rating : 194/5 ( reviews)

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Modern Applied Statistics with S-PLUS - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Modern Applied Statistics with S-PLUS write by William N. Venables. This book was released on 2013-11-11. Modern Applied Statistics with S-PLUS available in PDF, EPUB and Kindle. A guide to using the power of S-PLUS to perform statistical analyses, providing both an introduction to the program and a course in modern statistical methods. Readers are assumed to have a basic grounding in statistics, thus the book is intended for would-be users, as well as students and researchers using statistics. Throughout, the emphasis is on presenting practical problems and full analyses of real data sets, with many of the methods discussed being modern approaches to topics such as linear and non-linear regression models, robust and smooth regression methods, survival analysis, multivariate analysis, tree-based methods, time series, spatial statistics, and classification. This second edition is intended for users of S-PLUS 3.3, or later, and covers both Windows and UNIX. It treats the recent developments in graphics and new statistical functionality, including bootstraping, mixed effects linear and non-linear models, factor analysis, and regression with autocorrelated errors. The authors have written several software libraries which enhance S-PLUS, and these, plus all the datasets used, are available on the Internet.