Survey Methodology and Missing Data Tools and Techniques for Practitioners /

This book focuses on quantitative survey methodology, data collection and cleaning methods. Providing starting tools for using and analyzing a file once a survey has been conducted, it addresses fields as diverse as advanced weighting, editing, and imputation, which are not well-covered in correspon...

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Hlavní autor: Laaksonen, Seppo (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Témata:
Statistics .
Sociology-Research.
Econometrics.
Psychometrics.
ISBN:9783319790114
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Obsah:
  • Introduction
  • Concept of survey and key survey terms
  • Designing a questionnaire and survey modes
  • Sampling principles and missingness mechanisms
  • Design effects at sampling phase
  • Sampling design data file
  • Missingness, its reasons and treatment
  • Weighting adjustments due to unit missingness
  • Special cases in weighting
  • Statistical editing
  • Introduction to statistical imputation
  • Imputation methods for single variables
  • Summary and key tasks of survey data cleaning
  • Basic survey data analysis
  • .

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