Complex surveys : a guide to analysis using R /

A complete guide to carrying out complex survey analysis using R. As survey analysis continues to serve as a core component of sociological research, researchers are increasingly relying upon data gathered from complex surveys to carry out traditional analyses. Complex Surveys is a practical guide t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Lumley, Thomas, 1969-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, N.J. : John Wiley, ©2010.
Colección:Wiley series in survey methodology.
Temas:
Mathematical statistics > Data processing.
R (Computer program language)
Statistics.
Statistics > Methodology.
Statistics as Topic
Data Collection
Statistique mathématique > Informatique.
R (Langage de programmation)
Statistiques.
Statistique > Méthodologie.
Statistique.
statistics.
MATHEMATICS > Calculus.
MATHEMATICS > Mathematical Analysis.
Statistics
Mathematical statistics > Data processing
Datenanalyse
R > Programm
Statistik
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Complex Surveys: A Guide to Analysis Using R; Contents; Acknowledgments; Preface; Acronyms; 1 Basic Tools; 2. Simple and Stratified sampling; 3. Cluster sampling; 4. Graphics; 5 Ratios and linear regression; 6 Categorical data regression; 7 Post-stratification, raking and calibration; 8 Two-phase sampling; 9 Missing data; 10 * Causal inference; Appendix A: Analytic Details; Appendix B: Basic R; Appendix C: Computational details; Appendix D: Database-backed design objects; Appendix E: Extending the package; References; Author Index; Topic Index.

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