Theory of Sequential Monte Carlo
In the previous chapter, we introduced the basic framework of sequential importance sampling (SIS), in which one builds up the trial sampling distribution sequentially and computes the importance weights recursively.
KeywordsPosterior Distribution Growth Method Importance Weight Target Distribution Resampling Step
Unable to display preview. Download preview PDF.