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amices / mice

Multivariate Imputation by Chained Equations
https://amices.org/mice/
GNU General Public License v2.0
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Imputation of Longitudinal data #552

Closed OscarYan0104yy closed 1 year ago

OscarYan0104yy commented 1 year ago

Hi!

I have been working on imputing my data using the MICE package and have some errors.

The goal is to impute the outcome variable only, which is longitudinal in nature. However there is missingness in the predictor variables as well. Can the package impute my dataset?

I have tried a bunch of different methods specified for longitudinal and multilevel data such as '2l.mer' and so on. Non of them seem to work.

It would be wonderful if you could provide some suggestions to it!

Thanks a lot!

stefvanbuuren commented 1 year ago

Moved to discussion.

I suggest you first articulate your problem. For example look at https://stefvanbuuren.name/fimd/ch-longitudinal.html for possible approaches.