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Showing 1 to 2 of 2 for “"Shape-constrained inference"”.
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Topics in shape-constrained inference
… of these surveys the field of nonparametric inference under shape constraints, focussing in particular on the topics of shape-restricted regression and shape-constrained density estimation. In the second chapter, we investigate the adaptation properties of the log-concave maximum likelihood …
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Shape-Constrained Inference for Concave-Transformed Densities and their Modes
We consider inference about functions estimated via shape constraints based on concavity. We consider log-concave densities and other “concave-transformed” densities on the real line, where a concave-transformed class is one given by applying a transformation (e.g. the logarithm or a power …