finelybook
Using R With Multivariate Statistics
by 作者: Randall E. Schumacker
ISBN-10 书号: 1483377962
ISBN-13 书号: 9781483377964
Edition 版本: 1
Publisher Finelybook 出版日期: 2015-07-21
Pages: 408
Book Description
Using R with Multivariate Statistics by Randall E. Schumacker is a quick guide to using R,free-access software available for Windows and Mac operating systems that allows users to customize statistical analysis. Designed to serve as a companion to a more comprehensive text on multivariate statistics,this book helps students and researchers in the social and behavioral sciences get up to speed with using R. It provides data analysis examples,R code,computer output,and explanation of results for every multivariate statistical application included. In addition,R code for some of the data set examples used in more comprehensive texts is included,so students can run examples in R and compare results to those obtained using SAS,SPSS,or STATA. A unique feature of the book is the photographs and biographies of famous persons in the field of multivariate statistics.
Detailed Contents
Preface
Acknowledgments
About the Author
1Introduction and Overview
2Multivariate Statistics lssues and Assumptions
3 Hotelling'sT2A Two-Group Multivariate Analysis
4Multivariate Analysis of Variance
5Multivariate Analysis of Covariance
6Multivariate Repeated Measures
7 Discriminant Analysis
8 Canonical Correlation
9 Exploratory Factor Analysis
10 Principal Components Analysis
11Multidimensional Scaling
12 Structural Equation Modeling
13Statistical Tables
14Chapter Answers
15R Installation and Usage
16R Packages,Functions,Data Sets,and Script Files
Index
