Confidence set-membership state estimation for LPV systems with inexact scheduling variables.
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DOI: 10.1016/j.isatra.2021.04.016
Abstract: In this paper, a confidence set-membership state estimator is proposed for a class of polytopic linear parameter varying (LPV) systems with inexact scheduling variables. The set-bounded and Gaussian uncertainties are considered simultaneously in the process… read more here.
Keywords: confidence; set membership; lpv systems; confidence set ... See more keywords
Adaptive confidence sets in shape restricted regression
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DOI: 10.3150/20-bej1223
Abstract: A simple construction of adaptive confidence sets is proposed in isotonic, convex and unimodal regression. In univariate isotonic regression, the proposed confidence set enjoys uniform coverage over all non-decreasing regression functions. Furthermore, the diameter of… read more here.
Keywords: regression; confidence; number; confidence set ... See more keywords