Missing data : a gentle introduction /

While most books on missing data focus on applying sophisticated statistical techniques to deal with the problem after it has occurred, this volume provides a methodology for the control and prevention of missing data. In clear, nontechnical language, the authors help the reader understand the diffe...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: McKnight, Patrick E.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York : Guilford Press, ©2007.
Colección:Methodology in the social sciences.
Temas:
Social sciences > Research > Methodology.
Missing observations (Statistics)
Sciences sociales > Recherche > Méthodologie.
Observations manquantes (Statistique)
SOCIAL SCIENCE > Research.
SOCIAL SCIENCE > Methodology.
Social sciences > Research > Methodology
Fehlende Daten
Sozialwissenschaften
Statistik
Data-analyse.
Ontbrekende gegevens.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • A gentle introduction to missing data
  • Consequences of missing data
  • Classifying missing data
  • Preventing missing data by design
  • Diagnostic procedures
  • The selection of data analytic procedures
  • Data deletion methods for handling missing data
  • Data augmentation procedures
  • Single imputation procedures
  • Multiple imputation
  • Reporting missing data and results
  • Epilogue.

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