Maximin effects in inhomogeneous large-scale data
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Publication:2515497
DOI10.1214/15-AOS1325zbMath1317.62059arXiv1406.0596OpenAlexW3105580357WikidataQ105584273 ScholiaQ105584273MaRDI QIDQ2515497
Nicolai Meinshausen, Peter Bühlmann
Publication date: 5 August 2015
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1406.0596
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- Sparse recovery under weak moment assumptions
- Statistics for high-dimensional data. Methods, theory and applications.
- \(\ell_{1}\)-penalization for mixture regression models
- Estimating time-varying networks
- Asymptotically efficient adaptive allocation rules
- Statistical estimation in varying coefficient models
- Regret in the on-line decision problem
- Robust regression: Asymptotics, conjectures and Monte Carlo
- Classifier technology and the illusion of progress
- Statistical decision functions which minimize the maximum risk
- Atomic Decomposition by Basis Pursuit
- Efficient Estimation and Inferences for Varying-Coefficient Models
- Regret in Online Combinatorial Optimization
- Linear Minimax Regret Estimation of Deterministic Parameters with Bounded Data Uncertainties
- Prediction, Learning, and Games
- Robust Estimation of a Location Parameter
- Ridge Regression: Biased Estimation for Nonorthogonal Problems
- Finite-time analysis of the multiarmed bandit problem
