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Simultaneous Inference for the Distribution of Functional Principal Component Scores

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Leheng Cai | Qirui Hu

Semiparametric Inference for Longitudinal Data with Informative Observation Times and Terminal Event

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Shirong Deng | Kin-yat Liu | Wen Su | Xingqiu Zhao

Simultaneous Inference for Mean Curves of Functional and Longitudinal Data: A Unified Theory

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Zhipeng Lou | Weibiao Wu

NAPA: Neighborhood-Assisted and Posterior-Adjusted Two-sample Inference

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Li Ma | Yin Xia | Lexin Li

Statistical Inference for High Dimensional Regression with Proxy Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

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

Statistical Inference for Multivariate Functional Panel Data

JOURNAL ARTICLE published 2026 in Statistica Sinica

Authors: Shuang Sun | Lijian Yang

Statistical Inference With Anchored Bayesian Mixture of Regressions Models: An Illustrative Study of Allometric Data

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Deborah Kunkel | Mario Peruggia

Improved Regression Inference Using a Second Overlapping Regression Model

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Liang Peng | John Einmahl

Statistical Inference for Heavy-tailed and Partially Nonstationary Vector ARMA Models

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Feifei Guo | Shiqing Ling

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

Efficient Estimation and Inference for the Signed β-Model in Directed Signed Networks

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Haoran Zhang | Junhui Wang

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

Statistical Inference for Mean Functions of Complex 3D Objects

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Yueying Wang | Guannan Wang | Brandon Klinedinst | Auriel Willette | Lily Wang

Time-Varying Correlation for Noncentered Nonstationary Time Series: Simultaneous Inference and Visualization

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Ting Zhang | Yu Shao

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

Inference for Change Points in High Dimensional Mean Shift Models

JOURNAL ARTICLE published 2025 in Statistica Sinica

Authors: Abhishek Kaul | George Michailidis

An Iterated Block Particle Filter for Inference on Coupled Dynamic Systems With Shared and Unit-Specific Parameters

JOURNAL ARTICLE published 2024 in Statistica Sinica

Authors: Edward Ionides | Ning Ning | Jesse Wheeler

Test for Zero Mean of Errors In An ARMA-GGARCH Model After Using A Median Inference

JOURNAL ARTICLE published 2024 in Statistica Sinica

Authors: Yaolan Ma | Mo Zhou | Liang Peng | Rongmao Zhang

Outlier-Resistant Estimators for Average Treatment Effect in Causal Inference

JOURNAL ARTICLE published 2024 in Statistica Sinica

Authors: Kazuharu Harada | Hironori Fujisawa

A Bayesian Subset Specific Approach to Joint Selection of Multiple Graphical Models

JOURNAL ARTICLE published 2024 in Statistica Sinica

Authors: Peyman Jalali | Kshitij Khare | George Michailidis