Invariance Principle and Clt for the Spiked Eigenvalues of Large-dimensional Fisher Matrices and Applications

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Dandan Jiang | Zhiqiang Hou | Zhidong Bai | Runze Li

Optimal Conditional Quantile Prediction via Model Averaging of Partially Linear Additive Models

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Jing Lv | Shujie Ma

Functional Two-Sample Test Based on Projection

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Yang Bai | Caihong Qin | Huichen Zhu

Model Averaging Estimation for Partially Linear Functional Score Models

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Shishi Liu | Chunming Zhang | Hao Zhang | Rou Zhong | Jingxiao Zhang

Functional Adaptive Double-Sparsity Estimator for Functional Linear Regression Model with Multiple Functional Covariates

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Cheng Cao | Jiguo Cao | Hailiang Wang | Kwok-Leung Tsui | Xinyue Li

Information-based Optimal Subdata Selection for Clusterwise Linear Regression

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Yanxi Liu | John Stufken | Min Yang

KOO Approach for Scalable Variable Selection Problem in Large-dimensional Regression

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Zhidong Bai | Kwok Pui Choi | Yasunori Fujikoshi | Jiang Hu

Testing Exogeneity in the Functional Linear Regression Model

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Manuela Dorn | Melanie Birke | Carsten Jentsch

Simultaneous Change Point Detection and Identification for High Dimensional Linear Models

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Bin Liu | Xinsheng Zhang | Yufeng Liu

Estimation and Variable Selection under the Function-on-scalar Linear Model with Covariate Measurement Error

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Yifan Sun | Grace Y. Yi

A Linear Errors-in-Variables Model with Unknown Heteroscedastic Measurement Errors

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Linh H. Nghiem | Cornelis J. Potgieter

Linear Hypothesis Testing for High Dimensional Tobit Models

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Tate Jacobson | Hui Zou

Empirical Likelihood Inference of Variance Components in Linear Mixed-Effects Models

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Jingru Zhang | Wei Guo | Joanne S. Carpenter | Andrew Leroux | Kathleen R. Merikangas | Nicholas G. Martin | Ian B. Hickie | Haochang Shou | Hongzhe Li

CLT for High-Dimensional R2 Statistics Under a General Independent Components Model

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Weiming Li | Shizhe Hong

Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing Data

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Fei Xue | Rong Ma | Hongzhe Li

Asymptotic Analysis of Mis-Classified Linear Mixed Models

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Haiqiang Ma | Jiming Jiang

Linear Discriminant Analysis with Sparse and Dense Signals

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Ning Wang | Shaokang Ren | Qing Mai

Power Boosting: Fusion of Multiple Test Statistics via Resampling

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Efang Kong | Yu Liu | Yingcun Xia

An Adaptively Resized Parametric Bootstrap for Inference in High-dimensional Generalized Linear Models

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Qian Zhao | Emmanuel J. Candés

Long-memory Log-linear Zero-inflated Generalized Poisson Autoregression for Covid-19 Pandemic Modeling

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Xiaofei Xu | Yijiong Zhang | Yan Liu | Yuichi Goto | Masanobu Taniguchi | Ying Chen