Nonparametric Comparisons of Multiple Distributions under Uniform Stochastic Ordering

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Chuan-Fa Tang | Dewei Wang

An Empirical Bayes Regression for Multi-tissue Gene Expression Prediction

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Fei Xue | Hongzhe Li

The Factors Driving Buyers to Post Their Online Feedback - Ordered Logistic Regression Analysis

JOURNAL ARTICLE published 2026 in International Journal of Information and Decision Sciences

Authors: Xubo Zhang | Yanbin Tu | Ke Zhong

Robust Inverse Regression for Multivariate Elliptical Functional Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Eftychia Solea | Eliana Christou | Jun Song

Mean Dimension Reduction And Testing For Nonparametric Tensor Response Regression

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Chung Eun Lee | Xin Zhang | Lexin Li

Penalized Regression with Multiple Loss Functions and Variable Selection by Voting

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Guorong Dai | Ursula U. Müller | Raymond J. Carroll

Component-based Regression for Hybrid Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Xiaohu Jiang | Xiuli Du | Yenan Ren | Jinguan Lin

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

Goodness of Fit Checking for Stukel Generalized Logistic Regression Models

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Yu Xia | Ximin Li | Feifei Chen | Hua Liang

Information-based Optimal Subdata Selection for Clusterwise Linear Regression

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Yanxi Liu | John Stufken | Min Yang

Semiparametric Cure Regression Models with Informative Case K Interval-Censored Failure Time Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Yichen Lou | Jianguo Sun | Peijie Wang

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

Statistical Inference for High Dimensional Regression with Proxy Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Sai Li | T. Tony Cai | Hongzhe Li

Testing Exogeneity in the Functional Linear Regression Model

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Manuela Dorn | Melanie Birke | Carsten Jentsch

Generalized Functional Feature Regression Models

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Qingzhi Zhong | Wei Liu | Li Liu | Hua Liang | Huazhen Lin

Integrative Quantile Regression Analysis of Heterogeneous Multisource Data with Privacy Preserving

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Senlin Yuan | Xuerong Chen | Yu Wu | Jianguo Sun

Slicing-free Inverse Regression in High-dimensional Sufficient Dimension Reduction

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Qing Mai | Xiaofeng Shao | Runmin Wang | Xin Zhang

Regression Analysis of Randomized Response Event Time Data

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Chi-Chung Wen | Yi-Hau Chen

Improved Regression Inference Using a Second Overlapping Regression Model

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Liang Peng | John Einmahl

Regularized Adaptive Huber Matrix Regression and Distributed Learning

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Yue Wang | Wenqi Lu | Lei Wang | Zhongyi Zhu | Hongmei Lin | Heng Lian