Direct calculation of the information matrix via the EM
David Oakes · RePEc: Research Papers in Economics
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 (conditional expectation of the complete data log-likelihood given the observed data) invoked by the EM algorithm.