Applied statistics: using SPSS, STATISTICA, MATLAB and R

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Intended for anyone needing to apply statistical analysis to a large variety of science and engineering problems, this book shows how to use SPSS, MATLAB, STATISTICA and R for data description, statistical inference, classification and regression, factor analysis, survival data and directional statistics. The 2nd edition includes the R language, a new section on bootstrap estimation methods and an improved treatment of tree classifiers, plus additional examples and exercises.

Author(s): J. P. Marques de Sá
Edition: 2nd
Publisher: Springer
Year: 2007

Language: English
Pages: 505

front-matter......Page 1
1......Page 21
2......Page 49
3......Page 101
4......Page 130
5......Page 189
6......Page 241
7......Page 289
8......Page 347
9......Page 371
10......Page 393
back-matter......Page 420