Gen Li

发表

The more data, the better? Demystifying deletion-based methods in linear regression with missing data

Kun Chen, Tianchen Xu, Gen Li, 2020, Statistics and Its Interface.

Integrative Multi-View Reduced-Rank Regression: Bridging Group-Sparse and Low-Rank Models

Kun Chen, Gen Li, Xiaokang Liu, 2018, 1807.10375.

Principal Amalgamation Analysis for Microbiome Data

Gen Li, Yan Li, Kun Chen, 2022, Genes.

Generalized Co-Clustering Analysis via Regularized Alternating Least Squares

Gen Li, 2020 .

DrFARM: Identification and inference for pleiotropic gene in GWAS

M. Laakso, M. Boehnke, E. Fauman, 2022, bioRxiv.

Multivariate log‐contrast regression with sub‐compositional predictors: Testing the association between preterm infants' gut microbiome and neurobehavioral outcomes

Xiaomei Cong, Xiaokang Liu, Gen Li, 2020, Statistics in medicine.

It's All Relative: New Regression Paradigm for Microbiome Compositional Data

Yan Li, Gen Li, Kun Chen, 2020, 2011.05951.

A general framework for association analysis of heterogeneous data

Gen Li, Irina Gaynanova, Irina Gaynanova, 2017, The Annals of Applied Statistics.

Supervised singular value decomposition and its asymptotic properties

Andrew B. Nobel, Dan Yang, Haipeng Shen, 2016, J. Multivar. Anal..

LOG-CONTRAST REGRESSION WITH FUNCTIONAL COMPOSITIONAL PREDICTORS: LINKING PRETERM INFANT'S GUT MICROBIOME TRAJECTORIES TO NEUROBEHAVIORAL OUTCOME.

Kun Chen, X. Cong, Wanli Xu, 2018, The annals of applied statistics.

Supervised Sparse and Functional Principal Component Analysis

Haipeng Shen, Jianhua Z. Huang, Gen Li, 2016 .

It’s all relative: Regression analysis with compositional predictors

Kun Chen, Gen Li, Yan Li, 2022, Biometrics.

The more data, the better? Demystifying deletion-based methods in linear regression with missing data.

Kun Chen, Tianchen Xu, Gen Li, 2020, Statistics and its interface.