Comparison of predictive mean matching and regression multiple imputation methods using the 2006 Family Income and Expenditure Survey (FIES)

• المؤلف الرئيسي: Hao, Mason Francis T.
• التنسيق: text
• اللغة: English
• منشور في: Animo Repository 2010
• الموضوعات: Multiple imputation (Statistics); Statistical matching; Regression analysis; Cost and standard of living > Philippines > Statistics; Physical Sciences and Mathematics
• الوصول للمادة أونلاين: https://animorepository.dlsu.edu.ph/etd_bachelors/2443
• المؤسسة: De La Salle University

This study used the 2006 Family Income and Expenditure Survey (FIES) data of the National Capital Region (NCR) in comparing the two multiple imputation methods predictive mean matching method and regression method. The effects of varying nonresponse rates were also investigated. The mean deviation,...