RT Book, Section SR 00 A1 Yashin, Y. T1 Martingale Approach to Identification of Stochastic Systems YR 1985 FD 1985 VO 7 SP 1755 OP 1760 AB The paper deals with the convergence property of Bayesian estimators. The necessary and sufficient conditions for convergence are given in terms of singularity and absolute continuity properties for some family of probability measures. These conditions are specified for a wide class of stochastic processes called semimartingales. The approach can be applied to both continuous time and discrete time stochastic processes. Examples illustrating the theory are given. T2 Identification and System Parameter Estimation PB IFAC PP York T3 IFAC Proceedings SN 0080325424 AV Published LK https://pure.iiasa.ac.at/id/eprint/13668/