Regression Level Set Estimation Via Cost-Sensitive Classification

DOI10.1109/TSP.2007.893758zbMath1391.62121MaRDI QIDQ4564637

Clayton Scott, Mark A. Davenport

Publication date: 12 June 2018

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (9)

Adaptive Hausdorff estimation of density level sets ⋮ Asymptotic normality of plug-in level set estimates ⋮ Confidence regions for level sets ⋮ Optimal subgroup selection ⋮ Automatic locally adaptive smoothing for tree-based set estimation ⋮ Asymptotics and optimal bandwidth for nonparametric estimation of density level sets ⋮ Nonparametric estimation of regression level sets using kernel plug-in estimator ⋮ Exact asymptotic limit for kernel estimation of regression level sets ⋮ Evaluating Gaussian process metamodels and sequential designs for noisy level set estimation

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