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

• Main Author: Hao, Mason Francis T.
• Format: text
• Language: English
• Published: Animo Repository 2010
• Subjects: Multiple imputation (Statistics); Statistical matching; Regression analysis; Cost and standard of living > Philippines > Statistics; Physical Sciences and Mathematics
• Online Access: https://animorepository.dlsu.edu.ph/etd_bachelors/2443
• Institution: 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,...