How can I decide the required number of iterations for convergence and the number of imputations for multiple imputation with mice
?
I have longitudinal data with 8 likert items (ordinal variable) which I want to impute using the polr
method in mice
. All the 8 items have significant amount of missingness. How should I proceed with the multiple imputation?
Thank you very much in advance.