Imputation of Multivariate Data on Household Net Worth

TitleImputation of Multivariate Data on Household Net Worth
Publication TypeJournal Article
Year of Publication1997
AuthorsHeeringa, SG, Little, RJA, Raghunathan, TE
JournalProceedings of the American Statistical Association
VolumeSection on Survey Research Methods
Pagination135-140
Call Numberpubs_1997_Heeringa_etal_ASA.doc
KeywordsMethodology, Net Worth and Assets
Abstract

This paper analyzes the various methods involved in the imputation of multivariate data. The paper investigates methods of imputing amounts for bracketed net worth variables; empirically compares the distributional properties of data imputed by the alternative methods; and estimates the imputation variance that each method adds to the completed data set.

Endnote Keywords

Microeconomic Data Management/Economic Status/Method of Response used to answer question

Endnote ID

8242

Citation Key6597