Campus Units
Statistics
Document Type
Article
Publication Version
Published Version
Publication Date
12-2005
Journal or Book Title
Survey Methodology
Volume
31
Issue
2
First Page
139
Last Page
149
Abstract
Hot deck imputation is a procedure in which missing items are replaced with values from respondents. A model supporting such procedures is the model in which response probabilities are assumed equal within imputation cells. An efficient version of hot deck imputation is described for the cell response model and a computationally efficient variance estimator is given. An approximation to the fully efficient procedure in which a small number of values are imputed for each nonrespondent is described. Variance estimation procedures are illustrated in a Monte Carlo study.
Rights
Source: Statistics Canada, Survey Methodology, December 2005. Reproduced and distributed on an "as is" basis with the permission of Statistics Canada.
Copyright Owner
Minister of Industry
Copyright Date
2006
Language
en
File Format
application/pdf
Recommended Citation
Fuller, Wayne A. and Kim, Jae Kwang, "Hot Deck Imputation for the Response Model" (2005). Statistics Publications. 312.
https://lib.dr.iastate.edu/stat_las_pubs/312
Included in
Design of Experiments and Sample Surveys Commons, Probability Commons, Statistical Methodology Commons, Statistical Models Commons
Comments
This article is published as Fuller, W.A. and Kim, J.K. (2005). Hot Deck Imputation for the Response Model, Survey Methodology 31, 139-149. Posted with permission.