Multiscale likelihood analysis and complexity penalized estimation

Eric D. Kolaczyk, Robert D. Nowak

We describe here a framework for a certain class of multiscale likelihood factorizations wherein, in analogy to a wavelet decomposition of an L^2 function, a given likelihood funct…