Modern regression techniques using R : a practical guide for students and researchers / / Daniel B. Wright and Kamala London
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| Autore: |
Wright Daniel B
|
| Titolo: |
Modern regression techniques using R : a practical guide for students and researchers / / Daniel B. Wright and Kamala London
|
| Pubblicazione: | Los Angeles ; ; London, : SAGE, 2009 |
| Descrizione fisica: | 1 online resource (viii, 204 p.) : ill |
| Disciplina: | 300.1519536 |
| Soggetto topico: | Regression analysis |
| Regression analysis - Data processing | |
| Social sciences - Statistical methods | |
| Free computer software | |
| Altri autori: |
LondonKamala
|
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | 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 |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Modern regression techniques using R |
| ISBN: | 1-4462-4410-5 |
| 1-283-28914-8 | |
| 9786613289148 | |
| 1-4462-0602-5 | |
| 0-85702-449-3 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910788590803321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |