Parameter Estimation of State Space Models Using Particle Importance Sampling

Yuxiong Gao, Wentao Li, Rong Chen

State-space models have been used in many applications, including econometrics, engineering, medical research, etc. The maximum likelihood estimation (MLE) of the static parameter…