Computational Statistics An Introduction to R 1st Edition by Günther Sawitzki 9781420086782 1420086782

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Product details:

ISBN 10: 1420086782

ISBN 13: 9781420086782

Author: Günther Sawitzki

Suitable for a compact course or self-study, Computational Statistics: An Introduction to R illustrates how to use the freely available R software package for data analysis, statistical programming, and graphics. Integrating R code and examples throughout, the text only requires basic knowledge of statistics and computing. This introduction covers one-sample analysis and distribution diagnostics, regression, two-sample problems and comparison of distributions, and multivariate analysis. It uses a range of examples to demonstrate how R can be employed to tackle statistical problems. In addition, the handy appendix includes a collection of R language elements and functions, serving as a quick reference and starting point to access the rich information that comes bundled with R. Accessible to a broad audience, this book explores key topics in data analysis, regression, statistical distributions, and multivariate statistics. Full of examples and with a color insert, it helps readers become familiar with R.

Table of contents:

Chapter 1: Basic Data Analysis

Chapter 2: Regression

Chapter 3: Comparisons

Chapter 4: Dimensions 1, 2, 3, …, ∞

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Tags: Günther Sawitzki, Computational, Statistics, Introduction