Showing papers in "Journal of the royal statistical society series b-methodological in 1999"

Direct calculation of the information matrix via the EM algorithm

Abstract: Summary. A simple explicit formula is provided for the matrix of second derivatives of the observed data log-likelihood in terms of derivatives of the criterion function (the conditional expectation of the complete data log-likelihood given the observed data) invoked by the EM algorithm.