Lei Liu

Orcid: 0000-0003-1844-338X

Affiliations:

Northwestern University, Department of Preventive Medicine, Chicago, IL, USA
University of Virginia, Department of Public Health Sciences, Charlottesville, VA, USA (former)

According to our database¹, Lei Liu authored at least 9 papers between 2008 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Article

PhD thesis

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Bibliography

2025

High-dimensional mediation analysis for longitudinal mediators and survival outcomes.

[BibT_eX]

[DOI]

Briefings Bioinform., 2025

2024

High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs.

[BibT_eX]

[DOI]

Bioinform., February, 2024

2022

HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data.

[BibT_eX]

[DOI]

BMC Bioinform., 2022

2021

Mediation analysis for survival data with high-dimensional mediators.

[BibT_eX]

[DOI]

Bioinform., 2021

2018

A marginalized two-part Beta regression model for microbiome compositional data.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2018

2017

Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome.

[BibT_eX]

[DOI]

BMC Bioinform., 2017

2016

Estimating and testing high-dimensional mediation effects in epigenetic studies.

[BibT_eX]

[DOI]

Bioinform., 2016

2014

PGS: a tool for association study of high-dimensional microRNA expression data with repeated measures.

[BibT_eX]

[DOI]

Bioinform., 2014

2008

A random effects four-part model, with application to correlated medical costs.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2008

Lei Liu

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