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Research article

First published 2016-2

Robust regression for highly corrupted response by shifting outliers

Yoonsuh Jung, Seung Pil Lee, Jianhua Hu

Statistical Modelling

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Research article

First published 2018-8

Variable selection in rank regression for analyzing longitudinal data

Liya Fu, You-Gan Wang

Statistical Methods in Medical Research

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Research article

First published 2020-9

Canal-LASSO: A sparse noise-resilient online linear regression model

Hejie Lei, Xingke Chen, Ling Jian

Intelligent Data Analysis: An International Journal

Free access

Research article

First published 2024-3

Identify latent group structures in panel data: The classifylasso command

Wenxin Huang, Yiru Wang, Lingyun Zhou

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2019-3

Robust Sample-Specific Stability Selection with Effective Error Control

Heewon Park, Makoto Yamada, Seiya Imoto [...]

Journal of Computational Biology

Open access

Research article

First published 2020-02-27

Forecasting college football game outcomes using modern modeling techniques

Charles South, Edward Egros

Journal of Sports Analytics

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Research article

First published 2019-2

Structural damage detection via combining weighted strategy with trace Lasso

Chengbin Chen, Chudong Pan, Zepeng Chen [...]

Advances in Structural Engineering

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Research article

First published 2026

Data-driven sparse regression for a complex zigzag structure: Frequency response in low-frequency vibrations

Mahya Boreiry, Arash Bahrami, Mohammad Reza Hairi Yazdi

Journal of Vibration and Control

Open access

Research article

First published 2025-2

LASSO-type instrumental variable selection methods with an application to Mendelian randomization

Muhammad Qasim, Kristofer Månsson, Narayanaswamy Balakrishnan

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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