A handbook of statistical analyses using R. (2014)

• Record Type: Book
• Further Information: Note: Brian S. Everitt, Torsten Hothorn.
• Authors: Everitt, Bryan; Hothorn, Torsten
• Contents: Introduction; Density Estimation; Analysis Using R; Summary of Findings; Final Comments Recursive Partitioning; Introduction; Recursive Partitioning; Analysis Using R; Summary of Findings; Final Comments Scatterplot Smoothers and Additive Models; Introduction ; Scatterplot Smoothers and Generalised Additive Models ; Analysis Using R ; Summary of Findings; Final Comments Survival Analysis; Introduction ; Survival Analysis ; Analysis Using R ; Summary of Findings; Final Comments Quantile Regression; Introduction ; Quantile Regression ; Analysis Using R ; Summary of Findings ; Final Comments Analysing Longitudinal Data I; Introduction ; Analysing Longitudinal Data ; Linear Mixed Effects Models ; Analysis Using R ; Prediction of Random Effects ; The Problem of Dropouts ; Summary of Findings ; Final Comments Analysing Longitudinal Data II; Introduction ; Methods for Non-Normal Distributions ; Analysis Using R: GEE ; Analysis Using R: Random Effects; Summary of Findings ; Final Comments Simultaneous Inference and Multiple Comparisons; Introduction ; Simultaneous Inference and Multiple Comparisons ; Analysis Using R ; Summary of Findings ; Final Comments Missing Values; Introduction ; The Problems of Missing Data ; Dealing with Missing Values ; Imputing Missing Values ; Analyzing Multiply Imputed Data ; Analysis Using R ; Summary of Findings ; Final Comments Meta-Analysis; Introduction ; Systematic Reviews and Meta-Analysis ; Statistics of Meta-Analysis ; Analysis Using R ; Meta-Regression ; Publication Bias ; Summary of Findings ; Final Comments Bayesian Inference; Introduction ; Bayesian Inference ; Analysis Using R ; Summary of Findings ; Final Comments Principal Component Analysis; Introduction ; Principal Component Analysis ; Analysis Using R ; Summary of Findings ; Final Comments Multidimensional Scaling; Introduction ; Multidimensional Scaling ; Analysis Using R ; Summary of Findings ; Final Comments Cluster Analysis; Introduction ; Cluster Analysis ; Analysis Using R ; Summary of Findings ; Final Comments Bibliography Index
• Edition: 3rd edition
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2014
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 519.502855133; Mathematical statistics -- Data processing; R (Computer program language)
• Languages: English
• ISBNs: 9781482204599
• Related ISBNs: 9781482204582
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; item not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.