MIDAS: A SAS Macro for Multiple Imputation Using Distance-Aided Selection of Donors

In this paper we describe MIDAS: a SAS macro for multiple imputation using distance aided selection of donors which implements an iterative predictive mean matching hot-deck for imputing missing data. This is a flexible multiple imputation approach that can handle data in a variety of formats: conti...

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Bibliographic Details
Main Authors: Juned Siddique, Ofer Harel
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2009-01-01
Series:Journal of Statistical Software
Online Access:http://www.jstatsoft.org/v29/i09/paper