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Record Nr. |
UNINA9910788590803321 |
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Autore |
Wright Daniel B |
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Titolo |
Modern regression techniques using R : a practical guide for students and researchers / / Daniel B. Wright and Kamala London |
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Pubbl/distr/stampa |
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Los Angeles ; ; London, : SAGE, 2009 |
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ISBN |
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1-4462-4410-5 |
1-283-28914-8 |
9786613289148 |
1-4462-0602-5 |
0-85702-449-3 |
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Descrizione fisica |
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1 online resource (viii, 204 p.) : ill |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Regression analysis |
Regression analysis - Data processing |
Social sciences - Statistical methods |
Free computer software |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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 |
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Sommario/riassunto |
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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. |
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