I have m=5 imputed data sets with a time-series cross-country structure, and I keep them in a list structure (they are not an Amelia object). I would like to calculate:

- summary statistics

- bivariate correlation matrix between variables

- AIC (after running Amelia)

- time series plots for each country and my dependent variable

Has anyone done this and could you let me know how you went about it? 

With AIC, I'm thinking of extracting the AIC of each model (run on the 5 data sets), and then just taking the mean. About the summary statistics and correlation matrix I'm not sure how to proceed to maintain the within and between variance of my m=5 imputed data sets. I'm also not sure how to show a time series plot if I have 5 data sets.

Best,

Nicole