Nearly Consistent Finite Particle Estimates in Streaming Importance Sampling

Alec Koppel, Amrit Singh Bedi, Brian M. Sadler +1

In Bayesian inference, we seek to compute information about random variables such as moments or quantiles on the basis of {available data} and prior information. When the distribut…