Dimensional reduction for sampled priors and application to photometric redshift distributions

Gary Bernstein, William Assignies Doumerg, Michael A. Troxel +35

A typical Bayesian inference on the values of some parameters of interest $\mathbf{q}$ from some data $D$ involves running a Markov Chain (MC) to sample from the posterior $p({\bf q},{\…