Bayesian Field Theory
Nonparametric Approaches to Density Estimation

Jörg C. Lemm


Institut für Theoretische Physik I, Universität Münster
Wilhelm-Klemm-Str.9, D-48149 Münster, Germany
lemm@uni-muenster.de
http://pauli.uni-muenster.de/${}^\sim$lemm/

Abstract:

Nonparametric approaches to density estimation are discussed from a Bayesian perspective. Being in general non-Gaussian the resulting models have to be solved by discretization. A numerical example shows that this can be computationally feasible for low-dimensional problems.