On Hierarchical Multiple Imputation Method for Handling Missing Data

In this work we carry out a multiple imputation technique for handling missing observations. We propose an algorithm, which performs a hierarchical multiple imputation using edition rules to impute missing values. We assess our algorithm using a simulation study and a numerical application of our algorithm in dataset of Kerman Chamber of Commerce, Industries, Mines and Agriculture is presented for more illustration.

کلیدواژه ها:

Missing Data ، Multiple Imputation ، Editing Rules ، Data Cleaning