R for Statistics - Arnaud Guyader,Pierre-Andre Cornillon,Francois Husson
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This text explores the use of R for classical statistical analysis. The first half of the book introduces R, data manipulation and visualization, statistical models, graphics, and R programming. The second half presents various statistical analysis techniques by first introducing the data example, then describing the problem to solve, and finally conducting the analysis using R. This example-based approach ... Full description
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Description
This text explores the use of R for classical statistical analysis. The first half of the book introduces R, data manipulation and visualization, statistical models, graphics, and R programming. The second half presents various statistical analysis techniques by first introducing the data example, then describing the problem to solve, and finally conducting the analysis using R. This example-based approach enables readers to replicate the analyses using their own data. Some of the techniques covered include simple regression, multiple regression, ANOVA, logistic regression, principal component analysis, and clustering.
More Information
| Author | Arnaud Guyader, Pierre-Andre Cornillon, Francois Husson |
|---|---|
| Publisher | CRC Press |
| Release year | 2012 |
| Cover type | Softcover |
| EAN | 9781439881453 |