I have extensive missing data both on dependent and independent variables. The data set is taken from large scale survey. I have imputed missing data using multiple imputation command in STATA. Then after multiple imputation, desired estimation model is fitted. Now i want to compare this model with model run without imputation i.e. listwise deletion method to conclude the adequate model. But i am unable to find model adequacy test such as AIC, BIC, Likelihood test for comparison of both models. What i should do?
I have extensive missing data both on dependent and independent variables. The data set is taken from large scale survey. I have imputed missing data using multiple imputation command in STATA. Then after multiple imputation, desired estimation model is fitted. Now i want to compare this model with model run without imputation i.e. listwise deletion method to conclude the adequate model. But i am unable to find model adequacy test such as AIC, BIC, Likelihood test for comparison of both models. What i should do?