Multiple imputation of missing values: Further update of ice, with an emphasis on categorical variables

Multiple imputation of missing data continues to be a topic of considerable interest and importance to applied researchers. In this article, the ice package for multiple imputation by chained equations (also known as fully conditional specification) is further updated. Special attention is paid to categorical variables. The relationship between ice and the new multiple-imputation system in Stata 11 is clarified.


Issue Date:
2009
Publication Type:
Journal Article
DOI and Other Identifiers:
st0067_4 (Other)
PURL Identifier:
http://purl.umn.edu/143003
Published in:
Stata Journal, Volume 09, Number 3
Page range:
466-477
Total Pages:
12

Record appears in:



 Record created 2017-04-01, last modified 2017-08-26

Fulltext:
Download fulltext
PDF

Rate this document:

Rate this document:
1
2
3
 
(Not yet reviewed)