Top "R-mice" questions

Multiple imputation using Fully Conditional Specification (FCS) implemented by the MICE algorithm.

Imputation MICE in R still NA left in dataset

After running MICE package, the number of missing values are shrinked from 147428 to 46093 in each of the 5 complete imputation sets. …

r r-mice
Understanding memory use in R: "cannot allocate vector of size"

I have read about other people's problems with memory use, but none of them help with the following issue. I …

r memory-management out-of-memory r-mice
Do imputation in R when mice returns error that "system is computationally singular"

I am trying to do imputation to a medium size dataframe (~100,000 rows) where 5 columns out of 30 have NAs (a large …

r imputation r-mice
Parallel computation of multiple imputation by using mice R package

I want to run 150 multiple imputations by using mice in R. However, in order to save some computing time, I …

r parallel-processing r-mice
Error in R (mice package), too many weights

I get the following error while imputing missing cases with the mice function from the library "mice" Error in nnet.…

r r-mice