Nested importance sampling for Bayesian inference: error bounds and the role of dimension

Fabián González, Víctor Elvira, Joaquín Miguez

Many Bayesian inference problems involve high dimensional models for which only a subset of the model variables are of actual interest. All other variables are just nuisance parame…