Statistical inference with complex survey data is challenging because the sampling design can be informative, and ignoring it can produce misleading results. Current methods of Bayesian inference ...

This is a preview. Log in through your library . Abstract The estimation of the distribution function of a population is an important problem in sampling finite populations. The existing literature ...

A research team has developed a novel direct sampling method based on deep generative models. Their method enables efficient sampling of the Boltzmann distribution across a continuous temperature ...