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Profile
Yiwen Liu
Assistant Professor, Public Health | Member of the Graduate Faculty
Epidemiology and Biostatistics
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Overview
Research
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Collaboration
(23)
Jefferey Burgess
Mutual work: 6 Grantsīš7 Proposals
Collaboration Details
Denise Roe
Mutual work: 1 Proposal
Collaboration Details
Maia Ingram
Mutual work: 1 Proposal
Collaboration Details
Julia Fisher
Mutual work: 3 Grants
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Dean Billheimer
Mutual work: 2 Proposalsīš4 Grants
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Grants
(8)
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Publications
(4)
Recent
B-scaling: A novel nonparametric data fusion method
2022
data fusion,
nonparametric methods,
scaling methods,
novel methods,
statistical methods
A novel non-linear dimension reduction approach to infer population structure for low-coverage sequencing data
2021
dimension reduction,
population structure,
non-linear inference,
sequencing data,
novel approach
A Model-free Variable Screening Method Based on Leverage Score
2021
variable screening,
leverage score,
model-free methods,
variable selection,
statistical modeling
EDGE: Ensemble Dimensionality Reduction and Feature Gene Extraction for Single-cell RNA-seq Data
2020
dimensionality reduction,
single-cell rna-seq,
ensemble methods,
feature extraction,
machine learning
