COBRA: a combined regression strategy
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Publication:268720
DOI10.1016/j.jmva.2015.04.007zbMath1334.62005arXiv1303.2236OpenAlexW1570093865MaRDI QIDQ268720
Gérard Biau, Aurélie Fischer, James D. Malley, Benjamin Guedj
Publication date: 15 April 2016
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1303.2236
Nonparametric regression and quantile regression (62G08) Software, source code, etc. for problems pertaining to statistics (62-04) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)
Related Items (12)
An introduction to recent advances in high/infinite dimensional statistics ⋮ Searching for the core variables in principal components analysis ⋮ An asymptotically optimal kernel combined classifier ⋮ Accelerated gradient boosting ⋮ Some results on statistics and functional data analysis ⋮ A simple method for combining estimates to improve the overall error rates in classification ⋮ Aggregating classifiers via Rademacher–Walsh polynomials ⋮ KFC: A clusterwise supervised learning procedure based on the aggregation of distances ⋮ A nearest-neighbor-based ensemble classifier and its large-sample optimality ⋮ COBRA ⋮ Aggregation using input-output trade-off ⋮ A combined strategy for multivariate density estimation
Uses Software
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