Imputation of missing values using density estimation

D. M. Titterington and J. Sedransk

Statistics & Probability Letters, 1989, vol. 8, issue 5, 411-418

Abstract: 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.

Keywords: kernel; method; multiple; imputations; smoothed; bootstrap (search for similar items in EconPapers)
Date: 1989
References: Add references at CitEc
Citations: View citations in EconPapers (1)

Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/0167-7152(89)90020-5
Full text for ScienceDirect subscribers only

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:eee:stapro:v:8:y:1989:i:5:p:411-418

Ordering information: This journal article can be ordered from
http://www.elsevier.com/wps/find/supportfaq.cws_home/regional
https://shop.elsevie ... _01_ooc_1&version=01

Access Statistics for this article

Statistics & Probability Letters is currently edited by Somnath Datta and Hira L. Koul

More articles in Statistics & Probability Letters from Elsevier
Bibliographic data for series maintained by Catherine Liu ().