High-Dimensional Conditionally Gaussian State Space Models with Missing Data

Joshua C. C. Chan, Aubrey Poon, Dan Zhu

We develop an efficient sampling approach for handling complex missing data patterns and a large number of missing observations in conditionally Gaussian state space models. Two im…