Modern regression techniques using R : a practical guide for students and researchers / / Daniel B. Wright and Kamala London

• Autore: Wright Daniel B
• Pubblicazione: Los Angeles ; ; London, : SAGE, 2009; Los Angeles ; ; London : , : SAGE, , 2009
• Edizione: 1st ed.
• 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: 9786613289148; 9781446244104; 1446244105; 9781283289146; 1283289148; 9781446206027; 1446206025; 9780857024497; 0857024493
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910957168503321
• Lo trovi qui: Univ. Federico II