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1-10 of 135 results for high-dimensional variable selection

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Select article: Transformed low-rank ANOVA models for high-dimensional variable selection

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Research article

First published 2019-4

Transformed low-rank ANOVA models for high-dimensional variable selection

Yoonsuh Jung, Hong Zhang, Jianhua Hu

Statistical Methods in Medical Research

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

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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

Select article: Variable selection for ultra-high dimensional quantile regression with missing data and measurement error

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Research article

First published 2021-1

Variable selection for ultra-high dimensional quantile regression with missing data and measurement error

Yongxin Bai, Maozai Tian, Man-Lai Tang [...]

Statistical Methods in Medical Research

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

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

Select article: High-dimensional Bayesian Variable Selection Methods: A Comparison Study

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Research article

First published 2016-5

High-dimensional Bayesian Variable Selection Methods: A Comparison Study

Guiling Shi, Chae Young Lim, Tapabrata Maiti

Calcutta Statistical Association Bulletin

Select article: Time-to-event modelling for grouped variables using Exclusive Lasso

Open access

Research article

First published 2025

Time-to-event modelling for grouped variables using Exclusive Lasso

Dayasri Ravi, Andreas Groll

Statistical Modelling

Select article: Boosting for statistical modelling-A non-technical introduction

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Research article

First published 2018-6

Boosting for statistical modelling-A non-technical introduction

Andreas Mayr, Benjamin Hofner

Statistical Modelling

Select article: A new framework for prediction and variable selection for uncommon events in a large prospective cohort study

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Research article

First published 2017-8

A new framework for prediction and variable selection for uncommon events in a large prospective cohort study

Hye-Seung Lee, Jeffrey P. Krischer

Model Assisted Statistics and Applications

Select article: A fully Bayesian approach to sparse reduced-rank multivariate regression

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Research article

First published 2022-6

A fully Bayesian approach to sparse reduced-rank multivariate regression

Dunfu Yang, Gyuhyeong Goh, Haiyan Wang

Statistical Modelling

Select article: The use of the EM algorithm for regularization problems in high-dimensional linear mixed-effects models

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Research article

First published 2025

The use of the EM algorithm for regularization problems in high-dimensional linear mixed-effects models

Daniela CR Oliveira, Fernanda L Schumacher, Victor H Lachos

Statistical Methods in Medical Research

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