Opschoor, Daan; van Dijk, Dick - 2023
This paper addresses the poor performance of the Expectation-Maximization (EM) algorithm in the estimation of low … simulations how the EM algorithm stagnates in a low-noise environment, leading to inaccurate estimates of factor loadings and … latent factors. An adaptive version of EM considerably speeds up convergence, producing substantial improvements in …