A handbook of statistical analyses using R. (2006)

• Record Type: Book
• Further Information: Note: Brian S. Everitt, Torsten Hothorn.
• Other Names: Everitt, Brian; Hothorn, Torsten
• Contents: AN INTRODUCTION TO R; What Is R?; Installing R; Help and Documentation; Data Objects in R; Data Import and Export; Basic Data Manipulation; Simple Summary Statistics; Organising an Analysis; Summary; ; SIMPLE INFERENCE; Introduction; Statistical Tests; Analysis Using R; Summary; ; CONDITIONAL INFERENCE; Introduction; Conditional Test Procedures; Analysis Using R; Summary; ; ANALYSIS OF VARIANCE; Introduction; Analysis of Variance; Analysis Using R; Summary; ; MULTIPLE LINEAR REGRESSION; Introduction; Multiple Linear Regression; Analysis Using R; Summary; ; LOGISTIC REGRESSION AND GENERALISED LINEAR MODELS; Introduction; Logistic Regression and Generalised Linear Models; Analysis Using R; Summary; ; DENSITY ESTIMATION; Introduction; Density Estimation; Analysis Using R; Summary; ; RECURSIVE PARTITIONING; Introduction; Recursive Partitioning; Analysis Using R; Summary; ; SURVIVAL ANALYSIS; Introduction; Survival Analysis; Analysis Using R; Summary; ; ANALYSING LONGITUDINAL DATA I; Introduction; Analysing Longitudinal Data; Linear Mixed Effects models; Analysis Using R; Prediction of Random Effects; The Problem of Dropouts; Summary; ; ANALYSING LONGITUDINAL DATA II; Introduction; Generalised Estimating Equations; Analysis Using R; Summary; ; META-ANALYSIS; Introduction; Systematic Reviews and Meta-Analysis; Analysis Using R; Meta-Regression; Publication Bias; Summary; ; PRINCIPAL COMPONENT ANALYSIS; Introduction; Principal Component Analysis; Analysis Using R; Summary; ; MULTIDIMENSIONAL SCALING; Introduction; Multidimensional Scaling; Analysis Using R; Summary; ; CLUSTER ANALYSIS; Introduction; Cluster Analysis; Analysis Using R; Summary; BIBLIOGRAPHY; INDEX
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2006
• Extent: 1 online resource (275 pages), illustrations
• Subjects: 519.50285/5133; Mathematical statistics -- Data processing -- Handbooks, manuals, etc; R (Computer program language) -- Handbooks, manuals, etc; MATHEMATICS -- Probability & Statistics -- General; Mathematical statistics -- Data processing; R (Computer program language); Statistische methoden; R (computerprogramma); Electronic books; Handbooks and manuals
• Languages: English
• ISBNs: 1420010654; 9781420010657
• Related ISBNs: 1584885394
• Notes: Note: Includes bibliographical references (pages 259-270) and index.; Note: Print version record.
• 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.