Adaptive Variable Selection in Nonparametric Sparse Regression

Yu. I. Ingster, Natalia A. Stepanova

Type: Article

Publication Date: 2014-05-01

Citations: 6

DOI: https://doi.org/10.1007/s10958-014-1846-7

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Journal of Mathematical Sciences - View

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+	Adaptive variable selection in nonparametric sparse additive models	2017	Cristina Butucea Natalia Stepanova
+ PDF Chat	Variable selection with Hamming loss	2018	Cristina Butucea Mohamed Ndaoud Natalia Stepanova Alexandre B. Tsybakov
+	Variable selection with Hamming loss	2015	Cristina Butucea Mohamed Ndaoud Natalia Stepanova Alexandre B. Tsybakov
+ PDF Chat	Variable selection, monotone likelihood ratio and group sparsity	2023	Cristina Butucea Enno Mammen Mohamed Ndaoud Alexandre B. Tsybakov
+ PDF Chat	Uncertainty quantification for robust variable selection and multiple testing	2022	Eduard Belitser Nurzhan Nurushev
+ PDF Chat	Adaptive threshold-based classification of sparse high-dimensional data	2022	Tatjana Pavlenko Natalia A. Stepanova L.F. Thompson

Works Cited by This (12)

Action	Title	Year	Authors
+	Detection of sparse variable functions	2010	Yuri I. Ingster
+	Revisiting Marginal Regression	2009	Christopher R. Genovese Jiashun Jin
+ PDF Chat	Adaptive hypothesis testing using wavelets	1996	Vladimir Spokoiny
+ PDF Chat	Variable selection in nonparametric additive models	2010	Jian Huang Joël L. Horowitz Fengrong Wei
+ PDF Chat	Tensor product space ANOVA models	2000	Yi Lin
+ PDF Chat	Additive Regression and Other Nonparametric Models	1985	Charles J. Stone
+	Detection of a sparse submatrix of a high-dimensional noisy matrix	2013	Cristina Butucea Yuri I. Ingster
+	Minimax-optimal rates for sparse additive models over kernel classes via convex programming	2012	Garvesh Raskutti Martin J. Wainwright Bin Yu
+	Optimal Statistical Decisions.	1971	D. V. Lindley Morris de Groot
+ PDF Chat	Detection of sparse additive functions	2012	Ghislaine Gayraud Yuri I. Ingster