F Assessment of convergence in MI
The number of the iteration times was set to 30 to examine the convergence. Figure F.1, Figure F.2, and Figure F.3 visualized the convergence of imputed values for all the variables by plotting the means and standard deviation (SD). There is no convergence issue for any variables. And they attain convergency by 10 iterations.