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Research article

First published 2023-2

Mixed effect modelling and variable selection for quantile regression

Haim Bar, James G Booth, Martin T Wells

Statistical Modelling

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Research article

First published 2017-6

A bisection-sampling-based support vector regression–high-dimensional model representation metamodeling technique for high-dimensional problems

Yaping Ju, Geoff Parks, Chuhua Zhang

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Other

First published 2016-6

Discussion on ‘regularized regression for categorical data (Tutz and Gertheiss)’

Peter Bühlmann, Ruben Dezeure

Statistical Modelling

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Research article

First published 2023-3

A generalization of moderated statistics to data adaptive semiparametric estimation in high-dimensional biology

Nima S Hejazi, Philippe Boileau, Mark J van der Laan [...]

Statistical Methods in Medical Research

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Research article

First published 2021-1

Random forests for high-dimensional longitudinal data

Louis Capitaine, Robin Genuer, Rodolphe Thiébaut

Statistical Methods in Medical Research

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Research article

First published 2025-6

An iterative matrix uncertainty selector for high-dimensional generalized linear models with measurement errors

Betrand Fesuh Nono, Georges Nguefack-Tsague, Martin Kegnenlezom [...]

Statistical Methods in Medical Research

Open access

Research article

First published 2025-6

A computationally efficient approach to false discovery rate control and power maximisation via randomisation and mirror statistic

Marco Molinari, Magne Thoresen

Statistical Methods in Medical Research

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Research article

First published 2013-10

Controlling false positive selections in high-dimensional regression and causal inference

Peter Bühlmann, Philipp Rütimann, Markus Kalisch

Statistical Methods in Medical Research

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Research article

First published 2020-10-07

Low rank spectral regression via matrix factorization for efficient subspace learning

Yong Peng, Leijie Zhang, Wanzeng Kong [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2013

Monitoring of Technical Variation in Quantitative High-Throughput Datasets

Martin Lauss, Ilhami Visne, Albert Kriegner [...]

Cancer Informatics

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