sampling

Towards SMC: Using the Dirac-delta function in Sampling and Sequential Monte Carlo

We derive the Dirac-delta function, explain how to use to approximate an Empirical PDF for a sample.

Towards SMC: Importance Sampling Explained

Importance Sampling as a first step towards Sequential Monte Carlo (SMC)