Modern Regression Techniques Using R : a Practical Guide.

Statistics is the language of modern empirical social and behavioural science and the varieties of regression form the basis of this language. Statistical and computing advances have led to new and exciting regressions that have become the necessary tools for any researcher in these fields. In a way...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Wright, Daniel B.
Otros Autores: London, Kamala
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Sage Publications, 2009.
Temas:
Regression analysis.
R (Computer program language)
Psychology > Statistical methods.
Regression Analysis
Analyse de régression.
R (Langage de programmation)
Psychologie > Méthodes statistiques.
Psychology > Statistical methods
Regression analysis
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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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