Leying Guan

Leying Guan

Yale University

H-index: 8

North America-United States

About Leying Guan

Leying Guan, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Yale University, specializes in the field of Statistics, Biostatistics.

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

Impact of COVID-19 vaccination on symptoms and immune phenotypes in vaccine-naÏve individuals with Long COVID

IgM N-glycosylation correlates with COVID-19 severity and rate of complement deposition

Integrated longitudinal multiomics study identifies immune programs associated with acute COVID-19 severity and mortality

Conformalized semi-supervised random forest for classification and abnormality detection

Host-microbe multiomic profiling reveals age-dependent immune dysregulation associated with COVID-19 immunopathology

A supervised Bayesian factor model for the identification of multi-omics signatures

Flexible Fairness Learning via Inverse Conditional Permutation

A multi-omics systems vaccinology resource to develop and test computational models of immunity

Leying Guan Information

University

Position

___

Citations(all)

468

Citations(since 2020)

455

Cited By

92

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Leying Guan Skills & Research Interests

Statistics

Biostatistics

Top articles of Leying Guan

IgM N-glycosylation correlates with COVID-19 severity and rate of complement deposition

Nature communications

2024/1/9

Integrated longitudinal multiomics study identifies immune programs associated with acute COVID-19 severity and mortality

The Journal of Clinical Investigation

2024/5/1

Conformalized semi-supervised random forest for classification and abnormality detection

2024/4/18

Leying Guan
Leying Guan

H-Index: 6

Host-microbe multiomic profiling reveals age-dependent immune dysregulation associated with COVID-19 immunopathology

medRxiv

2024

A supervised Bayesian factor model for the identification of multi-omics signatures

Bioinformatics

2024/4/11

Anna Konstorum
Anna Konstorum

H-Index: 9

Leying Guan
Leying Guan

H-Index: 6

Flexible Fairness Learning via Inverse Conditional Permutation

arXiv preprint arXiv:2404.05678

2024/4/8

Leying Guan
Leying Guan

H-Index: 6

A multi-omics systems vaccinology resource to develop and test computational models of immunity

Cell Reports Methods

2024/3/25

Gradient flows for empirical Bayes in high-dimensional linear models

arXiv preprint arXiv:2312.12708

2023/12/20

Smooth and probabilistic PARAFAC model with auxiliary covariates

Journal of Computational and Graphical Statistics

2023/11/6

Leying Guan
Leying Guan

H-Index: 6

Leveraging genetic correlations and multiple populations to improve genetic risk prediction for non-European populations

bioRxiv

2023/11/1

A conformal test of linear models via permutation-augmented regressions

arXiv preprint arXiv:2309.05482

2023/9/11

Leying Guan
Leying Guan

H-Index: 6

Predictive overfitting in immunological applications: Pitfalls and solutions

2023/8/1

Leying Guan
Leying Guan

H-Index: 6

Localized conformal prediction: A generalized inference framework for conformal prediction

Biometrika

2023/3/1

Leying Guan
Leying Guan

H-Index: 6

Prediction and outlier detection in classification problems

Journal of the Royal Statistical Society. Series B, Statistical Methodology

2022/4

Leying Guan
Leying Guan

H-Index: 6

Robert Tibshirani
Robert Tibshirani

H-Index: 110

See List of Professors in Leying Guan University(Yale University)