The R Book
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Product Description
Synopsis
The R language is recognized as one of the most powerful and flexible statistical software packages, and it enables the user to apply many statistical techniques that would be impossible without such software to help implement such large data sets. R is becoming essential both to carry out research and to understand it, as more and more people present their results in the context of R. This edition introduces the advantages of the R environment, in a user-friendly format, to beginners and intermediate users in a range of disciplines, from science and engineering to medicine and economics. The format enables it to be either read as a text, or dipped-into as a reference manual.
Contents
Preface
- Getting Started
- Essentials of the R Language
- Data Input
- Data frames
- Graphics
- Tables
- Mathematics
- Classical Tests
- Statistical Modelling
- Regression
- Analysis of Variance
- Analysis of Covariance
- Generalized Linear Models
- Count Data
- Count Data in Tables
- Proportion Data
- Binary Response Variables
- Generalized Additive Models
- Mixed-Effects Models
- Non-linear Regression
- Meta-analysis
- Bayesian statistics
- Tree Models
- Time Series Analysis
- Multivariate Statistics
- Spatial Statistics
- Survival Analysis
- Simulation Models
- Changing the Look of Graphics
- Paperback
- Publisher: WILEY INDIA; Edition: 2nd (January 1, 2017)
- Language: English
- ISBN-13: 9788126569717
- Product dimensions: 20 x 14 x 4 cm
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