Modern regression techniques using R : a practical guide for students and researchers /
Daniel B. Wright and Kamala London.
Bok Engelsk 2009
| Utgitt | Los Angeles, [Calif.] ; London : : SAGE, , 2009.
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| Omfang | 1 online resource (viii, 204 p.) : : ill.
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| Opplysninger | Description based upon print version of record.. - Cover; Contents; Preface; 1 Very brief introduction to R; 2 The basic regression; 3 ANOVA as regression; 4 ANCOVA: Lord's paradox and mediation analysis; 5 Model selection and shrinkage; 6 Generalized linear models (GLMs); 7 Regression splines and generalized additive models (GAMs); 8 Multilevel models; 9 Robust regression; 10 Conclusion - make your data cool; Glossary of R functions used in this book; References; Index. - Techniques covered in this book include multilevel modeling ANOVA and ANCOVA, path analysis, mediation and moderation logistic regression, generalised additive models, and robust methods. These are all tested out using a range of real research examples conducted by the authors in every chapter.. - Specialized.
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| Emner | |
| Dewey | |
| ISBN | 0-85702-449-3. - 1-283-28914-8. - 1-4462-0602-5. - 1-4462-4410-5. - 9786613289148
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