The basic idea is to use the fact that the rate of convergence of EM is governed by the fractions of missing information to find the increased variability due to missing information to add to the ...

This article examines a stochastic expectation-maximization (EM) method that uses importance sampling to NAEP-like settings. A simulation study and a real data analysis show that the importance ...