Handbook of statistical data editing and imputation /

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This book provides a comprehensive overview of the edit and imputation process for detecting and correcting errors in survey research. The authors begin with an introduction to the problem of errors and missing values in survey data and then go on to explore the methods for correcting systematic err...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Waal, Ton de
Otros Autores: Pannekoek, Jeroen, 1951-, Scholtus, Sander, 1983-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, N.J. : Wiley, ©2011.
Temas:
Statistics > Standards.
Data editing.
Data integrity.
Quality control.
Statistical services > Evaluation.
Édition (Informatique)
Intégrité des données.
Qualité > Contrôle.
Services statistiques > Évaluation.
quality control.
SCIENCE > Research & Methodology.
Data editing
Data integrity
Quality control
Statistical services > Evaluation
Statistics > Standards
dissertations.
Academic theses
Academic theses.
Thèses et écrits académiques.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Frontmatter
  • Introduction to statistical data editing and imputation
  • Methods for deductive correction
  • Automatic editing of continuous data
  • Automatic editing: extensions to categorical data
  • Automatic editing: extensions to integer data
  • Selective editing
  • Imputation
  • Multivariate imputation
  • Imputation under edit constraints
  • Adjustment of imputed data
  • Practical applications
  • Index.

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