Discussion resources
This note includes information discussed during Tuesday morning R sessions at the University of Arizona. More information about the R sessions can be found at https://jcoliver.github.io/learn-r/schedule. Posts are shown in reverse chronological order. If you have questions or comments, e-mail Jeff Oliver at jcoliver@arizona.edu.
2021-08-18
I have to impute data, but need to analyze mean-centered variables and I want to see model performance on each imputed data set. Can I do this with mice?
Indeed. The mice package is the go-to resource when imputing data is necessary. We can break the prompt into three questions, where we address each in term:
How can I see model fit for each imputed data set?
How can I test for multicollinearity on each imputed data set?
How can I do analyses on data that require