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A Semiparametric Method of Multiple Imputation

A Semiparametric Method of Multiple Imputation

Summary In this paper, we describe how to use multiple imputation semiparametrically to obtain estimates of parameters and their standard errors when some individuals have missing data. The methods given require the investigator to know or be able to estimate the process generating the missing data but requires no full …