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A Monte Carlo Study of Single Imputation in Survey Sampling

Missing values in sample survey can lead to biased estimation if not treated. Imputation was posted asa popular way to deal with missing values. In this paper, based on Särndal (1994, 2005)’s research, aMonte-Carlo simulation is conducted to study how the estimators work in different situations and howdifferent imputation methods work for different response distributions.

Identiferoai:union.ndltd.org:UPSALLA1/oai:DiVA.org:oru-30541
Date January 2013
CreatorsXu, Nuo
PublisherÖrebro universitet, Handelshögskolan vid Örebro Universitet
Source SetsDiVA Archive at Upsalla University
LanguageEnglish
Detected LanguageEnglish
TypeStudent thesis, info:eu-repo/semantics/bachelorThesis, text
Formatapplication/pdf
Rightsinfo:eu-repo/semantics/openAccess

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