Kybernetika 34 no. 3, 265-288, 1998

Maximum likelihood principle and I-divergence: discrete time observations

Jiří Michálek


The paper investigates the relation between maximum likelihood and minimum $I$-divergence estimates of unknown parameters and studies the asymptotic behaviour of the likelihood ratio maximum. Observations are assumed to be done in the discrete time.