Survey Methodology and Missing Data
Tools and Techniques for Practitioners
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Beschreibung
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 corresponding survey books. Moreover, it presents numerous empirical examples from the author's extensive research experience, particularly real data sets from multinational surveys.
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 corresponding survey books. Moreover, it presents numerous empirical examples from the author's extensive research experience, particularly real data sets from multinational surveys.
Offers researchers and practitioners a comprehensive introduction to survey methodology Presents survey data collection and cleaning methods Explains new advanced survey methodologies and tools Provides concrete empirical examples from real survey data sets Covers statistical editing, imputation, nonresponse and nonresponse adjustments
Autor*in
Seppo Laaksonen
Themen in »Survey Methodology and Missing Data«
Survey methodology Survey data collection Sampling designs Missingness Data cleaning methods Questionnaire design Weighting Statistical editing Statistical imputation