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List of works by Jin Liu

A penalized robust method for identifying gene-environment interactions

scientific article

Accurate genetic and environmental covariance estimation with composite likelihood in genome-wide association studies

scientific article published on 04 January 2021

Analysis of genome-wide association studies with multiple outcomes using penalization.

scientific article

Analyzing Association Mapping in Pedigree-Based GWAS Using a Penalized Multitrait Mixed Model.

scientific article published on June 2016

Bayesian weighted Mendelian randomization for causal inference based on summary statistics

scientific article published on 01 March 2020

Canonical variate regression

scientific article published on 09 February 2016

CoMM-S2: a collaborative mixed model using summary statistics in transcriptome-wide association studies

scientific article published on 01 April 2020

CoMM: A Collaborative Mixed Model That Integrates GWAS and eQTL Data Sets to Investigate the Genetic Architecture of Complex Traits

scientific article published on 13 October 2019

CoMM: a collaborative mixed model to dissecting genetic contributions to complex traits by leveraging regulatory information

scientific article published on 01 May 2019

Differentially co-expressed genes in postmortem prefrontal cortex of individuals with alcohol use disorders: influence on alcohol metabolism-related pathways

scientific article

EPS: an empirical Bayes approach to integrating pleiotropy and tissue-specific information for prioritizing risk genes

scientific article published on 15 February 2016

Effect of linkage disequilibrium on the identification of functional variants

scientific article published on January 2011

Genomic landscape of lung adenocarcinoma in East Asians

scientific article published on 03 February 2020

IGESS: A Statistical Approach to Integrating Individual-Level Genotype Data and Summary Statistics in Genome-Wide Association Studies.

scientific article

IGREX for quantifying the impact of genetically regulated expression on phenotypes

scientific article published on 19 February 2020

Identification of gene-environment interactions in cancer studies using penalization.

scientific article published on 29 August 2013

Incorporating group correlations in genome-wide association studies using smoothed group Lasso.

scientific article published on 17 September 2012

Incorporating network structure in integrative analysis of cancer prognosis data.

scientific article

Integrative Analysis of "-Omics" Data Using Penalty Functions

scientific article

Integrative Analysis of Cancer Diagnosis Studies with Composite Penalization

scientific article published on March 2014

Integrative analysis of high-throughput cancer studies with contrasted penalization

scientific article

Integrative analysis of prognosis data on multiple cancer subtypes

scientific article

Joint dimension reduction and clustering analysis of single-cell RNA-seq and spatial transcriptomics data

scientific article published in 2022

LEP: A Statistical Method Integrating Individual-Level and Summary-Level Data of the Same Trait From Different Populations

scientific article published on 17 October 2019

LLR: A latent low-rank approach to colocalizing genetic risk variants in multiple GWAS.

scientific article published on 14 August 2017

LPG: A four-group probabilistic approach to leveraging pleiotropy in genome-wide association studies.

scientific article published on 28 June 2018

LSMM: A statistical approach to integrating functional annotations with genome-wide association studies.

scientific article published on 28 March 2018

Metabolomic profile of arterial stiffness in aged adults.

scientific article published in October 2017

Multiplex immunohistochemistry/immunofluorescence (mIHC/IF) for PD-L1 testing in triple-negative breast cancer: a translational assay compared with conventional IHC

scientific article published on 22 January 2020

Prognostic value of CD8 + PD-1+ immune infiltrates and PDCD1 gene expression in triple negative breast cancer

article

Promoting similarity of model sparsity structures in integrative analysis of cancer genetic data.

scientific article

Similarity of markers identified from cancer gene expression studies: observations from GEO

scientific article

Sparse group penalized integrative analysis of multiple cancer prognosis datasets.

scientific article

Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies

scientific article published on 31 July 2020

The transcriptomic G1-G6 signature of hepatocellular carcinoma in an Asian population: Association of G3 with microvascular invasion.

scientific article

VIMCO: variational inference for multiple correlated outcomes in genome-wide association studies

scientific article published on 01 October 2019

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