Wei-Yin Loh

Wei-Yin Loh

University of Wisconsin-Madison

H-index: 47

North America-United States

About Wei-Yin Loh

Wei-Yin Loh, With an exceptional h-index of 47 and a recent h-index of 30 (since 2020), a distinguished researcher at University of Wisconsin-Madison, specializes in the field of Classification and Regression Trees, Machine Learning, Resampling Inference, Missing Data, Precision Medicine.

His recent articles reflect a diverse array of research interests and contributions to the field:

Logistic regression tree analysis

A machine learning analysis of correlates of mortality among patients hospitalized with COVID-19

Machine learning models of tobacco susceptibility and current use among adolescents from 97 countries in the Global Youth Tobacco Survey, 2013-2017

A machine-learning classification tree model of perceived organizational performance in US federal government health agencies

Variable importance scores

User Manual for Guide ver. 33.1

Missing data, imputation and regression trees

The GUIDE approach to subgroup identification

Wei-Yin Loh Information

University

Position

Professor of Statistics

Citations(all)

15888

Citations(since 2020)

6324

Cited By

11468

hIndex(all)

47

hIndex(since 2020)

30

i10Index(all)

84

i10Index(since 2020)

54

Email

University Profile Page

University of Wisconsin-Madison

Google Scholar

View Google Scholar Profile

Wei-Yin Loh Skills & Research Interests

Classification and Regression Trees

Machine Learning

Resampling Inference

Missing Data

Precision Medicine

Top articles of Wei-Yin Loh

Title

Journal

Author(s)

Publication Date

Logistic regression tree analysis

Wei-Yin Loh

2023/4/22

A machine learning analysis of correlates of mortality among patients hospitalized with COVID-19

Scientific Reports

Timothy B Baker

Wei-Yin Loh

Thomas M Piasecki

Daniel M Bolt

Stevens S Smith

...

2023/3/11

Machine learning models of tobacco susceptibility and current use among adolescents from 97 countries in the Global Youth Tobacco Survey, 2013-2017

PLOS Global Public Health

Nayoung Kim

Wei-Yin Loh

Danielle E McCarthy

2021/12/8

A machine-learning classification tree model of perceived organizational performance in US federal government health agencies

Sustainability

In-Gu Kang

Nayoung Kim

Wei-Yin Loh

Barbara A Bichelmeyer

2021/9/16

Variable importance scores

Journal of Data Science

Wei-Yin Loh

Peigen Zhou

2021

User Manual for Guide ver. 33.1

Department of Statistics University of Wisconsin-Madison, Madison, WI. Available online: http://pages. stat. wisc. edu/~ loh/treeprogs/guide/guideman. pdf, last accessed April

W Loh

2020

Missing data, imputation and regression trees

Statistica Sinica

Wei-Yin Loh

Qiong Zhang

Wenwen Zhang

Peigen Zhou

2020/1/1

The GUIDE approach to subgroup identification

Design and analysis of subgroups with biopharmaceutical applications

Wei-Yin Loh

Peigen Zhou

2020

See List of Professors in Wei-Yin Loh University(University of Wisconsin-Madison)

Co-Authors

H-index: 73
James H. Stein

James H. Stein

University of Wisconsin-Madison

H-index: 73
Robin Mermelstein

Robin Mermelstein

University of Illinois at Chicago

H-index: 71
Linda M. Collins

Linda M. Collins

New York University

H-index: 60
Daniel Bolt

Daniel Bolt

University of Wisconsin-Madison

H-index: 58
Megan Piper

Megan Piper

University of Wisconsin-Madison

H-index: 45
Menggang Yu

Menggang Yu

University of Wisconsin-Madison

academic-engine