Posterior concentration rates for mixtures of normals in random design regression

Previous works on location and location-scale mixtures of normals have shown different upper bounds on the posterior rates of contraction, either in a density estimation context or in nonlinear regression. In both cases, the observations were assumed not too spread by considering either the true den...

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Bibliographic Details
Main Authors: Naulet, Z, Rousseau, J
Format: Journal article
Published: Institute of Mathematical Statistics 2017