Survey Methodology and Missing Data

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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• Econometria
• Ensaios e medições psicológicas
• Pesquisa e estatística social
• Probabilidade e Estatística

Survey methodology;Survey data collection;Sampling designs;Missingness;Data cleaning methods;Questionnaire design;Weighting;Statistical editing;Statistical imputation