Likelihood Analysis of Non-Gaussian Measurement Time Series
Neil Shephard, Michael K Pitt · 2005
Abstract In this paper we provide a likelihood analysis of an extension of the usual Gaussian state space form (Harvey 1989, ch. 3). The Kalman filter and simulation smoother are used to perform efficient signal extraction and parameter estimation.