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Research article

First published 2025-7

Two-stage subsampling variable selection for sparse high-dimensional generalized linear models

Marinela Capanu, Mihai Giurcanu, Colin B Begg [...]

Statistical Methods in Medical Research

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Research article

First published 2017-9

Projection subspace clustering

Xiaoyun Chen, Mengzhen Liao, Xianbao Ye

Journal of Algorithms & Computational Technology

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Review article

First published 2013-6

Sparse Methods in Spectroscopy: An Introduction,Overview,and Perspective

Erik Andries, Shawn Martin

Applied Spectroscopy

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Research article

First published 2014-8

Importance analysis for models with dependent input variables by sparse grids

Wei Li, Zhenzhou Lu, Changcong Zhou

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2025-9

posis: Command for the sure-independence-screening Neyman orthogonal estimator

David M. Drukker, Di Liu

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2024-3

Application of non parametric Bayesian methods in high dimensional data

Yunqing Xia

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2022

Complex Disease Individual Molecular Characterization Using Infinite Sparse Graphical Independent Component Analysis

Sarah-Laure Rincourt, Stefan Michiels, Damien Drubay

Cancer Informatics

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Research article

First published 2014-05

Finding Alternative Expression Quantitative Trait Loci by Exploring Sparse Model Space

Zhiyong Wang, Jinbo Xu, Xinghua Shi

Journal of Computational Biology

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Research article

First published 2019-6

Multi-targets device-free localization based on sparse coding in smart city

Min Zhao, Danyang Qin, Ruolin Guo [...]

International Journal of Distributed Sensor Networks

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Review article

First published 2019-5

C-mix: A high-dimensional mixture model for censored durations,with applications to genetic data

Simon Bussy, Agathe Guilloux, Stéphane Gaïffas [...]

Statistical Methods in Medical Research

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