Statistics and Its Interface

Editorial: Special issue on modern data science and applicationsEditorial: Special issue on modern data science and applications

Improved Naive Bayes with mislabeled data

Debiased distributed quantile regression in high dimensions

$L_1$-regularized functional support vector machine

Robust subgroup analysis for network-linked data

Estimation of partially linear varying coefficient spatial autoregressive models

Welfare and fairness dynamics in federated learning: a client selection perspective

Associations between EEG-defined subgroups and antidepressant response: a joint mixture of probabilistic multilinear principal component analysis modeling approach

Scalable inference for individual treatment effect

Towards better clinical prediction and interpretation via a new imputation strategy from National Health and Nutrition Examination Survey

A novel update and propagation-based dynamic graph neural network and its application to consumer finance data

Spatially robust adaptive ensemble average propagator reconstruction via spherical polar Fourier imaging

The use of parental genotypes in Mendelian randomization

Scalable and globally convergent algorithm for sufficient dimension reduction

Simultaneous change-point detection and curve estimation

Semi-supervised learning in unbalanced networks with heterogeneous degree

Data integration of multiple genome-wide association studies under group homogeneous structure

Imaging mediation analysis for longitudinal outcomes: a case study of childhood brain tumor survivorship

A selective review on conditional density estimation

Joint model-based distance embedding of multi-track Hi-C data for chromosomal conformation learning

An improved strategy for predicting Alzheimer's disease progression in patients with mild cognitive impairment by clustering hippocampal shape data

An asymptotically normal representation for the minimal clinically important difference under a nonconvex surrogate loss