List of works - Shuangge Ma

A likelihood ratio test on temporal trends in age-period-cohort models with applications to the disparities of heart disease mortality among US populations and comparison with Japan

scientific article published on 18 November 2020

Accommodating missingness in environmental measurements in gene-environment interaction analysis

scientific article

An integrative sparse boosting analysis of cancer genomic commonality and difference

scientific article published on 07 July 2019

Analysis of cancer gene expression data with an assisted robust marker identification approach.

scientific article published on 14 September 2017

Assisted clustering of gene expression data using ANCut

scientific article

Assisted gene expression-based clustering with AWNCut

scientific article published on 09 August 2018

Assisted graphical model for gene expression data analysis

scientific article published on 10 March 2019

Clustering multilayer omics data using MuNCut.

scientific article published on 14 March 2018

Descriptions of self-treatment for the middle-aged and elderly in Shanxi, China.

scientific article published on 11 June 2018

Differences exist across insurance schemes in China post-consolidation

scientific article

Dissecting gene-environment interactions: A penalized robust approach accounting for hierarchical structures.

scientific article published on 16 October 2017

GEInfo: an R package for gene–environment interaction analysis incorporating prior information

scientific article published in 2022

Histopathological Imaging⁻Environment Interactions in Cancer Modeling.

scientific article published on 24 April 2019

Human disease cost network analysis

scientific article published on 11 January 2020

Identification of cancer omics commonality and difference via community fusion

scientific article published on 12 November 2018

Identification of gene-environment interactions with marginal penalization

scientific article published on 14 November 2019

Identifying gene-environment interactions incorporating prior information

scientific article published on 13 January 2019

Identifying gene-gene interactions using penalized tensor regression.

scientific article published on 16 October 2017

Inferring gene regulatory relationships with a high-dimensional robust approach.

scientific article published on 2 May 2017

Integrating approximate single factor graphical models

scientific article published on 20 November 2019

Integrative sparse principal component analysis of gene expression data.

scientific article published on 8 November 2017

Kynurenic acid may underlie sex-specific immune responses to COVID-19

scientific article

Overlapping clustering of gene expression data using penalized weighted normalized cut

article

Penalized integrative semiparametric interaction analysis for multiple genetic datasets

scientific article published on 16 April 2019

Robust network-based regularization and variable selection for high-dimensional genomic data in cancer prognosis

scientific article published on 11 February 2019

Robust semiparametric gene-environment interaction analysis using sparse boosting

scientific article published on 29 July 2019

Semiparametric Bayesian variable selection for gene-environment interactions

scientific article published on 21 December 2019

Sparse boosting for high-dimensional survival data with varying coefficients.

scientific article published on 19 November 2017

Structured gene-environment interaction analysis

scientific article published on 09 October 2019

Structured sparse logistic regression with application to lung cancer prediction using breath volatile biomarkers

scientific article published on 27 December 2019

iSFun: an R package for integrative dimension reduction analysis

scientific article published in 2022

List of works by Shuangge Ma

A likelihood ratio test on temporal trends in age-period-cohort models with applications to the disparities of heart disease mortality among US populations and comparison with Japan

Accommodating missingness in environmental measurements in gene-environment interaction analysis

An integrative sparse boosting analysis of cancer genomic commonality and difference

Analysis of cancer gene expression data with an assisted robust marker identification approach.

Assisted clustering of gene expression data using ANCut

Assisted gene expression-based clustering with AWNCut

Assisted graphical model for gene expression data analysis

Clustering multilayer omics data using MuNCut.

Descriptions of self-treatment for the middle-aged and elderly in Shanxi, China.

Differences exist across insurance schemes in China post-consolidation

Dissecting gene-environment interactions: A penalized robust approach accounting for hierarchical structures.

GEInfo: an R package for gene–environment interaction analysis incorporating prior information

Histopathological Imaging⁻Environment Interactions in Cancer Modeling.

Human disease cost network analysis

Identification of cancer omics commonality and difference via community fusion

Identification of gene-environment interactions with marginal penalization

Identifying gene-environment interactions incorporating prior information

Identifying gene-gene interactions using penalized tensor regression.

Inferring gene regulatory relationships with a high-dimensional robust approach.

Integrating approximate single factor graphical models

Integrative sparse principal component analysis of gene expression data.

Kynurenic acid may underlie sex-specific immune responses to COVID-19

Overlapping clustering of gene expression data using penalized weighted normalized cut

Penalized integrative semiparametric interaction analysis for multiple genetic datasets

Robust network-based regularization and variable selection for high-dimensional genomic data in cancer prognosis

Robust semiparametric gene-environment interaction analysis using sparse boosting

Semiparametric Bayesian variable selection for gene-environment interactions

Sparse boosting for high-dimensional survival data with varying coefficients.

Structured gene-environment interaction analysis

Structured sparse logistic regression with application to lung cancer prediction using breath volatile biomarkers

iSFun: an R package for integrative dimension reduction analysis