Introductory Statistics with R
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ISBN-13:
9780387790534
Veröffentl:
2008
Erscheinungsdatum:
01.09.2008
Seiten:
364
Autor:
Peter Dalgaard
Gewicht:
594 g
Format:
236x156x25 mm
Serie:
Statistics and Computing
Sprache:
Englisch
Beschreibung:
R is an Open Source implementation of the S language. It works on multiple computing platforms and can be freely downloaded. R is now in widespread use for teaching at many levels as well as for practical data analysis and methodological development.
New material on Poisson and nonlinear regression
Basics.- The R environment.- Probability and distributions.- Descriptive statistics and graphics.- One- and two-sample tests.- Regression and correlation.- Analysis of variance and the Kruskal-Wallis test.- Tabular data.- Power and the computation of sample size.- Advanced data handling.- Multiple regression.- Linear models.- Logistic regression.- Survival analysis.- Rates and Poisson regression.- Nonlinear curve fitting.
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