A Handbook of Statistical Analyses Using R
Like the best-selling first two editions, A Handbook of Statistical Analyses using R, Third Edition provides an up-to-date guide to data analysis using the R system for statistical computing. The book explains how to conduct a range of statistical analyses, from simple inference to recursive partitioning to cluster analysis.
New to the Third Edition
- Three new chapters on quantile regression, missing values, and Bayesian inference
- Extra material in the logistic regression chapter that describes a regression model for ordered categorical response variables
- Additional exercises
- More detailed explanations of R code
- New section in each chapter summarizing the results of the analyses
- Updated version of the HSAUR package (HSAUR3), which includes some slides that can be used in introductory statistics courses
Whether you're a data analyst, scientist, or student, A Handbook of Statistical Analyses using R shows you how to easily use R to effectively evaluate your data. With numerous real-world examples, it emphasizes the practical application and interpretation of results.
- An Introduction to R
- Data Analysis Using Graphical Displays
- Simple Inference
- Conditional Inference
- Analysis of Variance
- Simple and Multiple Linear Regression
- Logistic Regression and Generalized Linear Models
- Density Estimation
- Recursive Partitioning
- Scatterplot Smoothers and Generalized Additive Models
- Survival Analysis
- Analyzing Longitudinal Data I
- Analyzing Longitudinal Data II
- Simultaneous Inference and Multiple Comparisons
- Meta-Analysis
- Principal Component Analysis
- Multidimensional Scaling
- Cluster Analysis
- Bibliography
- Index
Brian S. Everitt is Professor Emeritus at King's College, University of London. Torsten Hothorn is Professor of Biostatistics in the Institut fur Statistik at Ludwig-Maximilians-Universität München.
| Pm Supplier | Taylor & Francis Group / Informa UK Ltd 50000614 (SC: 40-64-32) |
|---|---|
| Pm Publisher | Apple Academic Press |
| Pm Isbn 10 | 1482204584 |
| Pm Isbn 13 | 9781482204582 |
| Pm Publication Date | 2014-06-25 |
| Pm Width | 156 |
| Pm Height | 26 |
| Pm Author | Hothorn,Torsten, Everitt,Brian S |
| Pm Longness | 235 |
- Key Info: 153 b/w illustrations, 78 tables
- Author: Hothorn,Torsten, Everitt,Brian S
- Page Count: 421
- Publication Date: 2014-06-25
A Handbook of Statistical Analyses Using R
- Key Info: 153 b/w illustrations, 78 tables
- Author: Hothorn,Torsten, Everitt,Brian S
- Page Count: 421
- Publication Date: 2014-06-25
