Survey Methodology and Missing Data
-15%
portes grátis
Survey Methodology and Missing Data
Tools and Techniques for Practitioners
Laaksonen, Seppo
Springer International Publishing AG
07/2018
224
Dura
Inglês
9783319790107
15 a 20 dias
524
Descrição não disponível.
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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Survey methodology;Survey data collection;Sampling designs;Missingness;Data cleaning methods;Questionnaire design;Weighting;Statistical editing;Statistical imputation
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.-
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
