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PRINTED BOOKS
Author Hothorn, Torsten, author.

Title A handbook of statistical analyses using R / Torsten Hothorn, Brian S. Everitt.

Published Boca Raton, FL : CRC Press, [2014]
©2014.

Copies

Location Call No. Status
 UniM ERC  519.50285555 HOTH    DUE 23-04-25
Edition Third edition.
Physical description xxix, 421 pages : illustrations ; 24 cm
Notes "A Chapman & Hall book"--Cover.
Previous editions cataloged under main entry for Brian S. Everitt.
Bibliography Includes bibliographical references (page 399-414) and index.
Contents Machine generated contents note: 1.An Introduction to R -- 1.1.What is R? -- 1.2.Installing R -- 1.3.Help and Documentation -- 1.4.Data Objects in R -- 1.5.Data Import and Export -- 1.6.Basic Data Manipulation -- 1.7.Computing with Data -- 1.8.Organizing an Analysis -- 1.9.Summary of Findings -- 1.10.Final Comments -- 2.Data Analysis Using Graphical Displays -- 2.1.Introduction -- 2.2.Initial Data Analysis -- 2.3.Analysis Using R -- 2.4.Summary of Findings -- 2.5.Final Comments -- 3.Simple Inference -- 3.1.Introduction -- 3.2.Statistical Tests -- 3.3.Analysis Using R -- 3.4.Summary of Findings -- 3.5.Final Comments -- 4.Conditional Inference -- 4.1.Introduction -- 4.2.Conditional Test Procedures -- 4.3.Analysis Using R -- 4.4.Summary of Findings -- 4.5.Final Comments -- 5.Analysis of Variance -- 5.1.Introduction -- 5.2.Analysis of Variance -- 5.3.Analysis Using R -- 5.4.Summary of Findings -- 5.5.Final Comments -- 6.Simple and Multiple Linear Regression -- 6.1.Introduction --
Contents note continued: 6.2.Simple Linear Regression -- 6.3.Multiple Linear Regression -- 6.4.Analysis Using R -- 6.5.Summary of Findings -- 6.6.Final Comments -- 7.Logistic Regression and Generalized Linear Models -- 7.1.Introduction -- 7.2.Logistic Regression and Generalized Linear Models -- 7.3.Analysis Using R -- 7.4.Summary of Findings -- 7.5.Final Comments -- 8.Density Estimation -- 8.1.Introduction -- 8.2.Density Estimation -- 8.3.Analysis Using R -- 8.4.Summary of Findings -- 8.5.Final Comments -- 9.Recursive Partitioning -- 9.1.Introduction -- 9.2.Recursive Partitioning -- 9.3.Analysis Using R -- 9.4.Summary of Findings -- 9.5.Final Comments -- 10.Scatterplot Smoothers and Additive Models -- 10.1.Introduction -- 10.2.Scatterplot Smoothers and Generalized Additive Models -- 10.3.Analysis Using R -- 10.4.Summary of Findings -- 10.5.Final Comments -- 11.Survival Analysis -- 11.1.Introduction -- 11.2.Survival Analysis -- 11.3.Analysis Using R -- 11.4.Summary of Findings --
Contents note continued: 11.5.Final Comments -- 12.Quantile Regression -- 12.1.Introduction -- 12.2.Quantile Regression -- 12.3.Analysis Using R -- 12.4.Summary of Findings -- 12.5.Final Comments -- 13.Analyzing Longitudinal Data I -- 13.1.Introduction -- 13.2.Analyzing Longitudinal Data -- 13.3.Linear Mixed Effects Models -- 13.4.Analysis Using R -- 13.5.Prediction of Random Effects -- 13.6.The Problem of Dropouts -- 13.7.Summary of Findings -- 13.8.Final Comments -- 14.Analyzing Longitudinal Data II -- 14.1.Introduction -- 14.2.Methods for Non-normal Distributions -- 14.3.Analysis Using R: GEE -- 14.4.Analysis Using R: Random Effects -- 14.5.Summary of Findings -- 14.6.Final Comments -- 15.Simultaneous Inference and Multiple Comparisons -- 15.1.Introduction -- 15.2.Simultaneous Inference and Multiple Comparisons -- 15.3.Analysis Using R -- 15.4.Summary of Findings -- 15.5.Final Comments -- 16.Missing Values -- 16.1.Introduction -- 16.2.The Problems of Missing Data --
Contents note continued: 16.3.Dealing With Missing Values -- 16.4.Imputing Missing Values -- 16.5.Analyzing Multiply Imputed Data -- 16.6.Analysis Using R -- 16.7.Summary of Findings -- 16.8.Final Comments -- 17.Meta-Analysis -- 17.1.Introduction -- 17.2.Systematic Reviews and Meta-Analysis -- 17.3.Statistics of Meta-Analysis -- 17.4.Analysis Using R -- 17.5.Meta-Regression -- 17.6.Publication Bias -- 17.7.Summary of Findings -- 17.8.Final Comments -- 18.Bayesian Inference -- 18.1.Introduction -- 18.2.Bayesian Inference -- 18.3.Analysis Using R -- 18.4.Summary of Findings -- 18.5.Final Comments -- 19.Principal Component Analysis -- 19.1.Introduction -- 19.2.Principal Component Analysis -- 19.3.Analysis Using R -- 19.4.Summary of Findings -- 19.5.Final Comments -- 20.Multidimensional Scaling -- 20.1.Introduction -- 20.2.Multidimensional Scaling -- 20.3.Analysis Using R -- 20.4.Summary of Findings -- 20.5.Final Comments -- 21.Cluster Analysis -- 21.1.Introduction --
Contents note continued: 21.2.Cluster Analysis -- 21.3.Analysis Using R -- 21.4.Summary of Findings -- 21.5.Final Comments.
Other author Everitt, Brian, author.
Subject Mathematical statistics -- Data processing -- Handbooks, manuals, etc.
R (Computer program language) -- Handbooks, manuals, etc.
ISBN 1482204584
9781482204582