Uniform Convergence and Rate Adaptive Estimation of Convex Functions via Constrained Optimization

DOI10.1137/120887837zbMath1280.41008arXiv1205.0023OpenAlexW2028396654MaRDI QIDQ2862446

Xiao Wang, Jinglai Shen

Publication date: 15 November 2013

Published in: SIAM Journal on Control and Optimization (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1205.0023

zbMATH Keywords

constrained optimizationasymptotic analysisB-splinesadaptive estimationminimax theoryconvex regressionshape restricted nonparametric estimation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Spline approximation (41A15)

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