Filtrated Common Functional Principal Component Analysis of Multi-group Functional Data

Change-Points Detection and Support Recovery for Spatiotemporal Functional Data

Moment Selection and Generalized Empirical Likelihood Estimation in High-Dimensional Unconditional Moment Conditions

On Robust Estimation of Hidden Semi-Markov Regime-Switching Models

Interaction Tests with Covariate-Adaptive Randomization

Bayesian Semiparametric Joint Model of Multivariate Longitudinal and Survival Data with Dependent Censoring

Construction and Evaluation of Large Language Models for Pediatrics 儿科大语言模型的构建与评估

Improving Cell-Type-Specific Cis-EQTLs Prioritization by Integrating Bulk RNA-Seq and ScRNA-Seq Data

Gmcoda: Graphical Model for Multiple Compositional Vectors in Microbiome Studies

Real-Time Inference for Streaming Survival Data from Multiple Heterogeneous Studies with a Cure Fraction

Mixture Conditional Regression with Ultrahigh Dimensional Text Data for Estimating Extralegal Factor Effects

Variation of Conditional Mean and Its Application in Ultrahigh Dimensional Feature Screening

Feature Screening for Ultra High Dimensional Data via Adapted Sliced Wasserstein Correlation Coefficient

A Sequential Feature Selection Procedure for High Dimensional Cox Proportional Hazards Model with Main and Interaction Effects

High-Dimensional Ensemble Kalman Filter with Localization, Inflation and Iterative Updates

Distributed Subsampling for Multiplicative Regression

Jackknife Empirical Likelihood with Complex Surveys

Alpha Optimal Subsampling of Joint Mean and Variance Models under Heteroscedasticity Big Data 异方差大数据下联合均值与方差模型的alpha- 最优子抽样

Optimal Linear Combination of Biomarkers by Weighted Youden Index Maximization

Multidimensional Distribution-to-Distribution Regression via Optimal Transport Maps