A combined strategy for multivariate density estimation

DOI10.1080/10485252.2021.1906871zbMath1479.62021arXiv1812.04343OpenAlexW3139888025MaRDI QIDQ5012334

Badih Ghattas, Juan Kalemkerian, Alejandro Cholaquidis, Ricardo Fraiman

Publication date: 1 September 2021

Published in: Journal of Nonparametric Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1812.04343

zbMATH Keywords

density estimationnonlinear aggregationlevel sets neighbourhoods

Mathematics Subject Classification ID

Density estimation (62G07) Estimation in multivariate analysis (62H12) Central limit and other weak theorems (60F05)

Uses Software

• COBRA

Cites Work

• Bagging predictors
• COBRA: a combined regression strategy
• A nonlinear aggregation type classifier
• Optimal exponential bounds for aggregation of density estimators
• Linear and convex aggregation of density estimators
• The strong uniform consistency of nearest neighbor density estimates
• \(L^p\)-continuity of conditional expectations
• Uniform in bandwidth consistency of kernel-type function estimators
• Curvature Measures
• On Multivariate Density Estimates Based on Orthogonal Expansions
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