I have performed multiple imputation for panel data with Amelia II. After 10 iterations, I noticed that the imputed data concerning for example my variable « X1 » is better after the imputation number 4. However, the imputed data concerning the variable « X2 » is better after the imputation number 2.
Is it possible to compare the imputed data for every variable in each iteration and retain the best result knowing that the comparison criteria for the best result is the mean value for each variable before and after imputation? Thank you in advance for your answer.
Best regards,
Mouna kessentini