Besides the impute package, are there others that have alternative impute approaches ? I hope to compare their performances. Thanks
What packages have impute method ?
3 messages · Daren Tan, Gad Abraham, Frank E Harrell Jr
Daren Tan wrote:
Besides the impute package, are there others that have alternative impute approaches ? I hope to compare their performances.
Have a look at transcan() and impute() in package Hmisc.
Gad Abraham Dept. CSSE and NICTA The University of Melbourne Parkville 3010, Victoria, Australia email: gabraham at csse.unimelb.edu.au web: http://www.csse.unimelb.edu.au/~gabraham
Gad Abraham wrote:
Daren Tan wrote:
Besides the impute package, are there others that have alternative impute approaches ? I hope to compare their performances.
Have a look at transcan() and impute() in package Hmisc.
aregImpute in Hmisc is better as it does real multiple imputation whereas transcan is good for single conditional mean imputation. Frank
Frank E Harrell Jr Professor and Chair School of Medicine
Department of Biostatistics Vanderbilt University