A supervised weeding method to cluster high dimensional predictors with application to job market analysis

TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression

ADATRANS: FEATURE-WISE AND SAMPLE-WISE ADAPTIVE TRANSFER LEARNING FOR HIGH-DIMENSIONAL REGRESSION

Citation counts prediction of statistical publications based on multi-layer academic networks via neural network model

Generalized Varying Coefficient Mediation Models

Reprint: Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic

TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression

Citation Counts Prediction of Statistical Publications Based on Multi-Layer Academic Networks Via Neural Network Model

Estimations and Tests for Generalized Mediation Models with High-Dimensional Potential Mediators

Generalized Varying Coefficient Mediation Models

High-Dimensional Mediation Analysis for Selecting DNA Methylation Loci Mediating Childhood Trauma and Cortisol Stress Reactivity

Model-Free Feature Screening and FDR Control With Knockoff Features

Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic

Varying Coefficient Mediation Model and Application to Analysis of Behavioral Economics Data

FEATURE SELECTION FOR GENERALIZED VARYING COEFFICIENT MIXED-EFFECT MODELS WITH APPLICATION TO OBESITY GWAS

Test for conditional independence with application to conditional screening

Considerations in testing treatment effects on transient event driven health status changes measured by patient reported outcomes

AN EFFICIENT CERTIFICATELESS MULTI-RECEIVER THRESHOLD DECRYPTION SCHEME

Model-free conditional feature screening with exposure variables

Variable selection for partially linear models via partial correlation

Two-stage identification of SNP effects on dynamic poplar growth

VARIABLE SELECTION VIA PARTIAL CORRELATION

Model-free conditional independence feature screening for ultrahigh dimensional data

2HiGWAS: a unifying high-dimensional platform to infer the global genetic architecture of trait development

A selective overview of feature screening for ultrahigh-dimensional data

Feature screening and variable selection for partially linear models with ultrahigh-dimensional longitudinal data

Feature Selection for Varying Coefficient Models With Ultrahigh-Dimensional Covariates

A modified region approach for multivariate measurement system capability analysis