Seppo Laaksonen
Springer International Publishing
e druk, 2018
9783319790107
Survey Methodology and Missing Data
Tools and Techniques for Practitioners
Specificaties
Gebonden, blz.
|
Engels
Springer International Publishing |
e druk, 2018
ISBN13: 9783319790107
Rubricering
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783319790107
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Inhoudsopgave
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.-