Imputation of missing values using density estimation

The paper proposes the use of density estimation, based on respondents' data, for imputing values for nonrespondents. Multiple imputations are catered for and the procedure is assessed on the basis of estimation of the underlying density itself. Extension to Rubin's version of multiple imputations is described.

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Year of publication:	1989
Authors:	Titterington, D. M. ; Sedransk, J.
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 8.1989, 5, p. 411-418
Publisher:	Elsevier
Keywords:	kernel method multiple imputations smoothed bootstrap

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005138097