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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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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 2018-9

Finite population Bayesian bootstrapping in high-dimensional classification via logistic regression

Shaho Zarei, Adel Mohammadpour, Saeid Rezakhah

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-11

SIGHR: Side information guided high-dimensional regression

Yuan Yang, Christopher S McMahan, Yu-Bo Wang [...]

Statistical Methods in Medical Research

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Research article

First published 2019-04

Regression-Based Network Estimation for High-Dimensional Genetic Data

Kyu Min Lee, Minhyeok Lee, Junhee Seok [...]

Journal of Computational Biology

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Research article

First published 2013-10

The cross-validated AUC for MCP-logistic regression with high-dimensional data

Dingfeng Jiang, Jian Huang, Ying Zhang

Statistical Methods in Medical Research

Open access

Research article

First published 2012

Gene Selection using a High-Dimensional Regression Model with Microarrays in Cancer Prognostic Studies

Shuhei Kaneko, Akihiro Hirakawa, Chikuma Hamada

Cancer Informatics

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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

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Research article

First published 2016-10

Multiple imputation in the presence of high-dimensional data

Yize Zhao, Qi Long

Statistical Methods in Medical Research

Open access

Research article

First published 2015

Prediction of Early Breast Cancer Metastasis from DNA Microarray Data Using High-Dimensional Cox Regression Models

Christophe Zemmour, François Bertucci, Pascal Finetti [...]

Cancer Informatics

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