Introductory Statistics with R (Statistics and Computing)

Dalgaard, Peter

ISBN 10: 0387790535 / ISBN 13: 9780387790534

Published by Springer, 2008

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Bibliographic Details

• Title: Introductory Statistics with R (Statistics and Computing)
• Publisher: Springer
• Publication Date: 2008
• Language: English
• ISBN 10: 0387790535
• ISBN 13: 9780387790534
• Binding: Paperback
• Edition: 2nd Edition
• Condition: new

About this title

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.

About the Author

Peter Dalgaard is associate professor at the Biostatistical Department at the University of Copenhagen and has extensive experience in teaching within the PhD curriculum at the Faculty of Health Sciences. He was chairman of the Danish Society for Theoretical Statistics from 1996 to 2000. Peter Dalgaard has been a key member of the R Core Team since August 1997 and is well known among R users.