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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${}^\sim$lemm/


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.

Joerg_Lemm 2000-09-12