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An R and S-Plus® Companion to Multivariate Analysis

An R and S-Plus® Companion to Multivariate Analysis
Author: Brian Everitt
Publisher: Springer Science & Business Media
Total Pages: 231
Release: 2005-03-17
Genre: Computers
ISBN: 1852338822

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Applied statisticians often need to perform analyses of multivariate data; for these they will typically use one of the statistical software packages, S-Plus or R. This book sets out how to use these packages for these analyses in a concise and easy-to-use way, and will save users having to buy two books for the job. The author is well-known for this kind of book, and so buyers will trust that he’s got it right.


An R and S-Plus® Companion to Multivariate Analysis

An R and S-Plus® Companion to Multivariate Analysis
Author: Brian S. Everitt
Publisher: Springer Science & Business Media
Total Pages: 232
Release: 2006-03-30
Genre: Mathematics
ISBN: 1846281245

Download An R and S-Plus® Companion to Multivariate Analysis Book in PDF, ePub and Kindle

Applied statisticians often need to perform analyses of multivariate data; for these they will typically use one of the statistical software packages, S-Plus or R. This book sets out how to use these packages for these analyses in a concise and easy-to-use way, and will save users having to buy two books for the job. The author is well-known for this kind of book, and so buyers will trust that he’s got it right.


A Beginner's Guide to R

A Beginner's Guide to R
Author: Alain Zuur
Publisher: Springer Science & Business Media
Total Pages: 228
Release: 2009-06-24
Genre: Computers
ISBN: 0387938370

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Based on their extensive experience with teaching R and statistics to applied scientists, the authors provide a beginner's guide to R. To avoid the difficulty of teaching R and statistics at the same time, statistical methods are kept to a minimum. The text covers how to download and install R, import and manage data, elementary plotting, an introduction to functions, advanced plotting, and common beginner mistakes. This book contains everything you need to know to get started with R.


An R and S-Plus Companion to Applied Regression

An R and S-Plus Companion to Applied Regression
Author: John Fox
Publisher: SAGE
Total Pages: 332
Release: 2002-06-05
Genre: Mathematics
ISBN: 9780761922803

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"This book fits right into a needed niche: rigorous enough to give full explanation of the power of the S language, yet accessible enough to assign to social science graduate students without fear of intimidation. It is a tremendous balance of applied statistical "firepower" and thoughtful explanation. It meets all of the important mechanical needs: each example is given in detail, code and data are freely available, and the nuances of models are given rather than just the bare essentials. It also meets some important theoretical needs: linear models, categorical data analysis, an introduction to applying GLMs, a discussion of model diagnostics, and useful instructions on writing customized functions. " —JEFF GILL, University of Florida, Gainesville


An R Companion for Applied Statistics II

An R Companion for Applied Statistics II
Author: Danney Rasco
Publisher: SAGE Publications
Total Pages: 477
Release: 2020-06-26
Genre: Social Science
ISBN: 1071815601

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An R Companion for Applied Statistics II: Multivariable and Multivariate Techniques breaks the language of the R software down into manageable chunks in order to help students learn how to use R to analyze multivariate data. The book focuses on the statistics generally covered in an intermediate or multivariate statistics course and provides one or two ways to run each analysis in R. The book has been designed to be an R companion to Rebecca M. Warner′s Applied Statistics II: Third Edition, and includes end-of-chapter instructions for replicating the examples from that book in R. However, this text can also be used as a stand-alone R guide for a multivariate statistics course, without reference to the Warner text. Datasets and scripts to run the examples are provided on an accompanying website.


Using R With Multivariate Statistics

Using R With Multivariate Statistics
Author: Randall E. Schumacker
Publisher: SAGE Publications
Total Pages: 293
Release: 2015-07-06
Genre: Social Science
ISBN: 1483377989

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Using R with Multivariate Statistics 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.


An R Companion to Applied Regression

An R Companion to Applied Regression
Author: John Fox
Publisher: SAGE Publications
Total Pages: 473
Release: 2011
Genre: Social Science
ISBN: 141297514X

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This book aims to provide a broad introduction to the R statistical environment in the context of applied regression analysis, which is typically studied by social scientists and others in a second course in applied statistics.


Tracking Environmental Change Using Lake Sediments

Tracking Environmental Change Using Lake Sediments
Author: John B.H. Birks
Publisher: Springer Science & Business Media
Total Pages: 751
Release: 2012-04-08
Genre: Science
ISBN: 9400727445

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Numerical and statistical methods have rapidly become part of a palaeolimnologist’s tool-kit. They are used to explore and summarise complex data, reconstruct past environmental variables from fossil assemblages, and test competing hypotheses about the causes of observed changes in lake biota through history. This book brings together a wide array of numerical and statistical techniques currently available for use in palaeolimnology and other branches of palaeoecology. ​ Visit http://extras.springer.com the Springer's Extras website to view data-sets, figures, software, and R scripts used or mentioned in this book.


Tracking Environmental Change Using Lake Sediments

Tracking Environmental Change Using Lake Sediments
Author: H. John B. Birks
Publisher: Springer Science & Business Media
Total Pages: 751
Release: 2012-04-06
Genre: Science
ISBN: 9400727453

Download Tracking Environmental Change Using Lake Sediments Book in PDF, ePub and Kindle

Numerical and statistical methods have rapidly become part of a palaeolimnologist’s tool-kit. They are used to explore and summarise complex data, reconstruct past environmental variables from fossil assemblages, and test competing hypotheses about the causes of observed changes in lake biota through history. This book brings together a wide array of numerical and statistical techniques currently available for use in palaeolimnology and other branches of palaeoecology. ​ Visit http://extras.springer.com the Springer's Extras website to view data-sets, figures, software, and R scripts used or mentioned in this book.