Title of article :
A multiple-imputation Metropolis version of the EM algorithm
Author/Authors :
Yao، Jianfeng نويسنده , , Gaetan، Carlo نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
Abstract :
In this paper we introduce a new stochastic variant of the EM algorithm.The algorithm combines the principle of multiple imputation and the theory of simulated annealing to deal with cases where the E-step and the M-step can be intractable or numerically inefficient.
Keywords :
Mixed model , Multiple imputation , Simulated annealing , Stochastic EM , Incomplete data
Journal title :
Biometrika
Journal title :
Biometrika