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Book details
Author : Peter Dalgaard
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Pages : 364 pages
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Publisher : Springer 2008-08-15
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Language : English
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ISBN-10 : 0387790535
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ISBN-13 : 9780387790534
Book Synopsis
This book provides an elementary-level introduction to R, targeting both non-statistician scientists in various fields and students of
statistics. The main mode of presentation is via code examples with liberal commenting of the code and the output, from the
computational as well as the statistical viewpoint. Brief sections introduce the statistical methods before they are used. A supplementary R
package can be downloaded and contains the data sets. All examples are directly runnable and all graphics in the text are generated from
the examples. The statistical methodology covered includes statistical standard distributions, one- and two-sample tests with continuous
data, regression analysis, one-and two-way analysis of variance, regression analysis, analysis of tabular data, and sample size calculations.
In addition, the last four chapters contain introductions to multiple linear regression analysis, linear models in general, logistic regression,
and survival analysis.