Preprint Articles

Future Papers

This publication schedule is subject to change.
Volume 34, Number 3, July 2024
Identification of Partial-Differential-Equations-Based Models from Noisy Data with Splines Yujie Zhao*, Xiaoming Huo and Yajun Mei	Supp	doi:10.5705/ss.202022.0061 [Final Version]
Grouped Network Poisson Autoregressive Model Yuxin Tao, Dong Li and Xiaoyue Niu*	Supp	doi:10.5705/ss.202022.0040 [Final Version]
Activation Discovery With FDR Control: Application to fMRI Data Mengtao Wen, Guanghui Wang*, Changliang Zou and Zhaojun Wang	Supp	doi:10.5705/ss.202022.0054 [Final Version]
A Unified Inference Framework for Multiple Imputation Using Martingales Qian Guan and Shu Yang*	Supp	doi:10.5705/ss.202021.0404 [Final Version]
Robust Rank Canonical Correlation Analysis for Multivariate Survival Data Di He, Yong Zhou and Hui Zou*	Supp	doi:10.5705/ss.202022.0069 [Final Version]
Mutual Influence Regression Model Xinyan Fan, Wei Lan, Tao Zou* and Chih-Ling Tsai	Supp	doi:10.5705/ss.202022.0035 [Final Version]
Weighted Nonlinear Regression With Nonstationary Time Series Chunlei Jin and Qiying Wang*		doi:10.5705/ss.202021.0426 [Final Version]
Asymptotic Independence of the Sum and Maximum of Dependent Random Variables with Applications to High-dimensional Tests Long Feng, Tiefeng Jiang, Xiaoyun Li* and Binghui Liu	Supp	doi:10.5705/ss.202022.0354 [Final Version]
Fast Convergence on Perfect Classification for Functional Data Tomoya Wakayama and Masaaki Imaizumi*	Supp	doi:10.5705/ss.202022.0258 [Final Version]
Volume 34, Number 4, October 2024
A Locally Adaptive Shrinkage Approach to False Selection Rate Control in High-Dimensional Classification Bowen Gang*, Yuantao Shi and Wenguang Sun	Supp	doi:10.5705/ss.202022.0219 [Final Version]
Semiparametric Reversed Mean Model for Recurrent Event Process with Informative Terminal Event Wen Su*, Li Liu, Guosheng Yin, Xingqiu Zhao and Ying Zhang	Supp	doi:10.5705/ss.202021.0353 [Final Version]
Fixed-Domain Asymptotics Under Vecchia's Approximation of Spatial Process Likelihoods Lu Zhang, Wenpin Tang and Sudipto Banerjee*		doi:10.5705/ss.202021.0428 [Final Version]
Functional-Input Gaussian Processes with Applications to Inverse Scattering Problems Chih-Li Sung*, Wenjia Wang, Fioralba Cakoni, Isaac Harris and Ying Hung	Supp	doi:10.5705/ss.202022.0180 [Final Version]
Outlier Detection via a Minimum Ridge Covariance Determinant Estimator Chikun Li, Baisuo Jin* and Yuehua Wu	Supp	doi:10.5705/ss.202022.0142 [Final Version]
An Adaptive Weighted Component Test for High-Dimensional Means Yidi Qu, Lianjie Shu and Jinfeng Xu*	Supp	doi:10.5705/ss.202022.0143 [Final Version]
Locally Sparse Estimator of Generalized Varying Coefficient Model for Asynchronous Longitudinal Data Rou Zhong, Chunming Zhang and Jingxiao Zhang*	Supp	doi:10.5705/ss.202022.0196 [Final Version]
A Projection-Based Diagnostic Test for Generalized Functional Regression Models Guizhen Li, Mengying You, Ling Zhou, Hua Liang and Huazhen Lin*	Supp	doi:10.5705/ss.202022.0083 [Final Version]
Homogeneity Tests for High-dimensional Mean Vectors and Covariance Matrices Wenwen Guo, Xinyuan Song* and Hengjian Cui	Supp	doi:10.5705/ss.202022.0048 [Final Version]
Multivariate Varying-coefficient Models via Tensor Decomposition Fengyu Zhang, Ya Zhou, Kejun He* and Raymond K. W. Wong	Supp	doi:10.5705/ss.202022.0103 [Final Version]
A Simple Method for Estimating Gaussian Graphical Models Yiyi Yin, Yang Song and Hui Zou*		doi:10.5705/ss.202021.0273 [Final Version]
Minimax Nonparametric Multi-sample Test under Smoothing Xin Xing*, Zuofeng Shang, Pang Du, Ping Ma, Wenxuan Zhong and Jun S. Liu	Supp	doi:10.5705/ss.202022.0141 [Final Version]
One-Step Regularized Estimator for High-Dimensional Regression Models Yi Wang*, Donglin Zeng, Yuanjia Wang and Xingwei Tong	Supp	doi:10.5705/ss.202022.0065 [Final Version]
Gaussian Mixture Models with Concave Penalized Fusion Yiwei Fan* and Guosheng Yin	Supp	doi:10.5705/ss.202022.0092 [Final Version]
Time-Varying Correlation for Noncentered Nonstationary Time Series: Simultaneous Inference and Visualization Ting Zhang* and Yu Shao	Supp	doi:10.5705/ss.202022.0244 [Final Version]
A More Efficient Isomorphism Check for Two-Level Nonregular Designs Chunyan Wang* and Robert W. Mee		doi:10.5705/ss.202022.0200 [Final Version]
Power Enhancement for Dimension Detection of Gaussian Signals Gaspard Bernard and Thomas Verdebout*	Supp	doi:10.5705/ss.202022.0315 [Final Version]
A Comparison of Estimators of Mean and Its Functions in Finite Populations Anurag Dey* and Probal Chaudhuri	Supp	doi:10.5705/ss.202022.0181 [Final Version]
Hypothesis Test on a Mixture Forward-Incubation-Time Epidemic Model With Application to COVID-19 Outbreak Chunlin Wang, Pengfei Li, Yukun Liu*, Xiao-Hua Zhou and Jing Qin	Supp	doi:10.5705/ss.202020.0318 [Final Version]
On P-Value Combination of Independent and Non-sparse Signals: Asymptotic Efficiency and Fisher Ensemble Yusi Fang, Chung Chang and George C. Tseng*	Supp	doi:10.5705/ss.202022.0261 [Final Version]
CLT for High-Dimensional R2 Statistics Under a General Independent Components Model Weiming Li and Shizhe Hong*	Supp	doi:10.5705/ss.202022.0068 [Final Version]
Data Privacy
Differentially Private Hypothesis Testing With the Subsampled and Aggregated Randomized Response Mechanism Victor Pena* and Andres Barrientos	Supp	doi:10.5705/ss.202022.0279 [Final Version]
On Rate Optimal Private Regression Under Local Differential Privacy László Györfi and Martin Kroll*		doi:10.5705/ss.202022.0186 [Final Version]
Assessing Statistical Disclosure Risk for Differentially Private, Hierarchical Count Data, With Application to the 2020 U. S. Decennial Census Zeki Kazan* and Jerome P. Reiter	Supp	doi:10.5705/ss.202022.0187 [Final Version]
Mechanisms for Global Differential Privacy under Bayesian Data Synthesis Jingchen Hu*, Matthew R. Williams and Terrance D. Savitsky	Supp	doi:10.5705/ss.202022.0162 [Final Version]
Differentially Private Regularized Stochastic Convex Optimization with Heavy-Tailed Data Haihan Xie, Matthew Pietrosanu, Yi Liu, Wei Tu, Bei Jiang and Linglong Kong*	Supp	doi:10.5705/ss.202022.0282 [Final Version]
One Step to Efficient Synthetic Data Jordan Awan* and Zhanrui Cai	Supp	doi:10.5705/ss.202022.0274 [Final Version]
Unbiased Statistical Estimation and Valid Confidence Intervals Under Differential Privacy Christian Covington*, Xi He, James Honaker and Gautam Kamath	Supp	doi:10.5705/ss.202022.0276 [Final Version]
Volume 35, Number 1, January 2025
Distributed Logistic Regression for Massive Data with Rare Events Xuetong Li, Xuening Zhu* and Hansheng Wang	Supp	doi:10.5705/ss.202022.0242 [Final Version]
Modeling the Population Mean Outcome Trajectory in Observational Studies With Varying Time to Intervention Hyunkeun Cho* and Seonjin Kim	Supp	doi:10.5705/ss.202022.0226 [Final Version]
Asymptotically Optimal Multistage Tests for Non-iid Data Yiming Xing and Georgios Fellouris*	Supp	doi:10.5705/ss.202022.0235 [Final Version]
Slicing-free Inverse Regression in High-dimensional Sufficient Dimension Reduction Qing Mai*, Xiaofeng Shao, Runmin Wang and Xin Zhang	Supp	doi:10.5705/ss.202022.0112 [Final Version]
Regression Analysis of Randomized Response Event Time Data Chi-Chung Wen* and Yi-Hau Chen	Supp	doi:10.5705/ss.202022.0320 [Final Version]
Hypotheses Testing of Functional Principal Components Zening Song, Lijian Yang* and Yuanyuan Zhang	Supp	doi:10.5705/ss.202022.0309 [Final Version]
State Space Emulation and Annealed Sequential Monte Carlo for High Dimensional Optimization Chencheng Cai* and Rong Chen	Supp	doi:10.5705/ss.202022.0120 [Final Version]
Mean Tests For High-dimensional Time Series Shuyi Zhang, Song Chen and Yumou Qiu	Supp	doi:10.5705/ss.202022.0147 [Final Version]
Distributed Mean Dimension Reduction Through Semi-parametric Approaches Zhengtian Zhu, Wangli Xu and Liping Zhu*	Supp	doi:10.5705/ss.202022.0157 [Final Version]
Semiparametric Estimation of Non-ignorable Missingness With Refreshment Sample Jianfei Zheng, Jing Wang, Lan Xue* and Annie Qu	Supp	doi:10.5705/ss.202022.0214 [Final Version]
A Bernstein-type Inequality for High Dimensional Linear Processes with Applications to Robust Estimation of Time Series Regressions Linbo Liu and Danna Zhang*	Supp	doi:10.5705/ss.202022.0249 [Final Version]
An Adaptively Resized Parametric Bootstrap for Inference in High-dimensional Generalized Linear Models Qian Zhao* and Emmanuel J. Cand?s	Supp	doi:10.5705/ss.202022.0296 [Final Version]
Necessary and Sufficient Conditions for Multiple Objective Optimal Regression Designs Lucy L. Gao*, Jane J. Ye, Shangzhi Zeng and Julie Zhou		doi:10.5705/ss.202022.0328 [Final Version]
Empirical Priors and Posterior Concentration in a Piecewise Polynomial Sequence Model Chang Liu, Ryan Martin and Weining Shen*	Supp	doi:10.5705/ss.202022.0335 [Final Version]
A Construction Method for Maximin L1-Distance Latin Hypercube Designs Ru Yuan, Yuhao Yin, Hongquan Xu and Min-Qian Liu*		doi:10.5705/ss.202022.0263 [Final Version]
Power Boosting: Fusion of Multiple Test Statistics via Resampling Efang Kong*, Yu Liu and Yingcun Xia		doi:10.5705/ss.202022.0348 [Final Version]
Testing for Zero Skill in Stock Picking or Market Timing Qingsong Shan, Lei Jiang, Liang Peng and Zhongling Qin*	Supp	doi:10.5705/ss.202022.0416 [Final Version]
Bandwidth Selection for Large Covariance and Precision Matrices Xuehu Zhu, Jian Guo, Xu Guo, Lixing Zhu* and Jiasen Zheng	Supp	doi:10.5705/ss.202022.0337 [Final Version]
Linear Discriminant Analysis with Sparse and Dense Signals Ning Wang, Shaokang Ren and Qing Mai*	Supp	doi:10.5705/ss.202022.0260 [Final Version]
Directional Tests in Gaussian Graphical Models Claudia Di Caterina*, Nancy Reid and Nicola Sartori		doi:10.5705/ss.202022.0394 [Final Version]
A New Preferential Model With Homophily for Recommender Systems Hanyang Tian, Bo Zhang*, Ruixue Jiang and Xiao Han	Supp	doi:10.5705/ss.202022.0136 [Final Version]
Network Data Analysis
Optimally Monitoring a Network of Sewage Manholes in Infectious Disease Surveillance Leyao Zhang, Yahui Zhang, Chuanwu Xi and Peter X.-K. Song*	Supp	doi:10.5705/ss.202022.0413 [Author Version]
Community Extraction of Network Data under Stochastic Block Models Quan Yuan, Binghui Liu*, Danning Li and Yanyuan Ma	Supp	doi:10.5705/ss.202022.0372 [Author Version]
Volume 35, Number 2, April 2025
Identifying the Most Appropriate Order for Categorical Responses Tianmeng Wang and Jie Yang*	Supp	doi:10.5705/ss.202022.0322 [Final Version]
Parametric Modal Regression with Autocorrelated Error Process Tao Wang*	Supp	doi:10.5705/ss.202021.0405 [Final Version]
Statistical Inference for High-Dimensional Linear Regression with Blockwise Missing Data Fei Xue, Rong Ma and Hongzhe Li*	Supp	doi:10.5705/ss.202022.0104 [Final Version]
Partially-Global Fréchet Regression Danielle C. Tucker and Yichao Wu*	Supp	doi:10.5705/ss.202021.0389 [Final Version]
Long-memory Log-linear Zero-inflated Generalized Poisson Autoregression for Covid-19 Pandemic Modeling Xiaofei Xu*, Yijiong Zhang, Yan Liu, Yuichi Goto, Masanobu Taniguchi and Ying Chen	Supp	doi:10.5705/ss.202022.0148 [Author Version]
Efficient Learning of Nonparametric Directed Acyclic Graph With Statistical Guarantee Yibo Deng, Xin He and Shaogao Lv*	Supp	doi:10.5705/ss.202022.0272 [Final Version]
Moment Deviation Subspaces of Dimension Reduction for High-Dimensional Data With Change Structure Xuehu Zhu, Luoyao Yu, Jiaqi Huang, Junmin Liu and Lixing Zhu*	Supp	doi:10.5705/ss.202022.0384 [Author Version]
Improved Regression Inference Using a Second Overlapping Regression Model Liang Peng and John Einmahl*		doi:10.5705/ss.202022.0371 [Final Version]
Statistical Inference With Anchored Bayesian Mixture of Regressions Models: An Illustrative Study of Allometric Data Deborah Kunkel* and Mario Peruggia	Supp	doi:10.5705/ss.202021.0387 [Final Version]
Robust Recovery of the Central Subspace for Regression Using the Influence Function of the Rényi Divergence Ross Iaci* and T. N. Sriram	Supp	doi:10.5705/ss.202022.0351 [Final Version]
Reinforcement Learning via Nonparametric Smoothing in a Continuous-Time Stochastic Setting with Noisy Data Chenyang Jiang, Bowen Hu, Yazhen Wang and Shang Wu*	Supp	doi:10.5705/ss.202022.0407 [Final Version]
The Importance of Being a Band: Finite-Sample Exact Distribution-Free Prediction Sets for Functional Data Jacopo Diquigiovanni*, Matteo Fontana and Simone Vantini	Supp	doi:10.5705/ss.202022.0087 [Author Version]
Enhanced Structural Break Detection in Functional Means Shuhao Jiao*, Ngai Hang Chan and Chun Yip Yau	Supp	doi:10.5705/ss.202022.0312 [Author Version]
A New Paradigm for Generative Adversarial Networks Based on Randomized Decision Rules Sehwan Kim, Qifan Song and Faming Liang*	Supp	doi:10.5705/ss.202022.0404 [Author Version]
Transfer Learning for High-Dimensional Quantile Regression via Convolution Smoothing Yijiao Zhang and Zhongyi Zhu*	Supp	doi:10.5705/ss.202022.0396 [Author Version]
Regularized Adaptive Huber Matrix Regression and Distributed Learning Yue Wang, Wenqi Lu, Lei Wang, Zhongyi Zhu, Hongmei Lin* and Heng Lian	Supp	doi:10.5705/ss.202023.0022 [Author Version]
A Data Fusion Method for Quantile Treatment Effects Yijiao Zhang and Zhongyi Zhu*	Supp	doi:10.5705/ss.202022.0288 [Author Version]
Identification and Estimation of Treatment Effects on Long-Term Outcomes in Clinical Trials with External Observational Data Wenjie Hu, Xiao-Hua Zhou and Peng Wu*	Supp	doi:10.5705/ss.202023.0006 [Author Version]
Empirical Likelihood Inference of Variance Components in Linear Mixed-Effects Models Jingru Zhang, Wei Guo, Joanne S. Carpenter, Andrew Leroux, Kathleen R. Merikangas, Nicholas G. Martin, Ian B. Hickie, Haochang Shou and Hongzhe Li*	Supp	doi:10.5705/ss.202022.0336 [Author Version]
Testing Hypotheses of Covariate-Adaptive Randomized Clinical Trials with Time-to-event Outcomes under the AFT Model Hongjian Zhu, Lixin Zhang*, Jing Ning and Lu Wang	Supp	doi:10.5705/ss.202022.0011 [Author Version]
Optimal Model Averaging for Single-Index Models With Divergent Dimensions Jiahui Zou, Wendun Wang, Xinyu Zhang* and Guohua Zou	Supp	doi:10.5705/ss.202022.0321 [Author Version]
Volume 35, Number 3, July 2025
Automatic Sparse PCA for High-Dimensional Data Kazuyoshi Yata* and Makoto Aoshima	Supp	doi:10.5705/ss.202022.0319 [Author Version]
Towards Optimal Use of Surrogate Markers to Improve Power Xuan Wang, Layla Parast, Lu Tian and Tianxi Cai*		doi:10.5705/ss.202022.0211 [Author Version]
The Tucker Low-Rank Classification Model for Tensor Data Junge Li, Qing Mai* and Xin Zhang	Supp	doi:10.5705/ss.202022.0007 [Author Version]
A Kernel Independence Test Using Projection-Based Measure in High-Dimension Yuexin Chen and Wangli Xu*	Supp	doi:10.5705/ss.202022.0366 [Author Version]
Unification of Rare and Weak Multiple Testing Models using Moderate Deviations Analysis and Log-Chisquared P-values Alon Kipnis*	Supp	doi:10.5705/ss.202023.0128 [Author Version]
Inference for Change Points in High Dimensional Mean Shift Models Abhishek Kaul* and George Michailidis	Supp	doi:10.5705/ss.202022.0323 [Author Version]
Cross Projection Test for High-Dimension Mean Vectors Guanpeng Wang and Hengjian Cui*	Supp	doi:10.5705/ss.202022.0388 [Author Version]
Optimal Designs for Functional Principal and Empirical Component Scores Ming-Hung Kao* and Ping-Han Huang		doi:10.5705/ss.202023.0051 [Author Version]
A Homogeneous Likelihood Ratio Measure for Hidden Jump-sets in Generalized Spatial Regression Pei-Sheng Lin*, Jun Zhu and Katherine J. Curtis	Supp	doi:10.5705/ss.202022.0221 [Author Version]
Small Area Estimation using EBLUPs under the Nested Error Regression Model Ziyang Lyu* and A.H. Welsh	Supp	doi:10.5705/ss.202023.0045 [Author Version]
An Extreme-value Test for Structural Breaks in Spatial Trends Chenyu Han, Ngai Hang Chan* and Chun Yip Yau	Supp	doi:10.5705/ss.202022.0029 [Author Version]
Rank Based Tests for High Dimensional White Noise Dachuan Chen, Fengyi Song and Long Feng*	Supp	doi:10.5705/ss.202022.0382 [Author Version]
Empirical Likelihood Using External Summary Information Lyu Ni, Jun Shao, Jinyi Wang and Lei Wang*		doi:10.5705/ss.202023.0056 [Author Version]
High-Dimensional Behaviour of Some Two-Sample Tests Based on Ball Divergence Bilol Banerjee and Anil K. Ghosh*	Supp	doi:10.5705/ss.202023.0069 [Author Version]
Mode-Based Classifier: A Robust and Flexible Discriminant Analysis for High-Dimensional Data Wei Xiong*, Wolfgang Karl Härdle, Jianrong Wang, Keming Yu and Maozai Tian	Supp	doi:10.5705/ss.202023.0014 [Author Version]
Statistical Inference for Heavy-tailed and Partially Nonstationary Vector ARMA Models Feifei Guo and Shiqing Ling*	Supp	doi:10.5705/ss.202022.0121 [Author Version]
Statistical Inference for Mean Functions of Complex 3D Objects Yueying Wang, Guannan Wang, Brandon Klinedinst, Auriel Willette and Lily Wang*	Supp	doi:10.5705/ss.202023.0071 [Author Version]
Constrained D-optimal Design for Paid Research Study Yifei Huang, Liping Tong and Jie Yang*	Supp	doi:10.5705/ss.202022.0414 [Author Version]
Asymptotic Analysis of Mis-Classified Linear Mixed Models Haiqiang Ma and Jiming Jiang*	Supp	doi:10.5705/ss.202023.0082 [Author Version]
On Block Cholesky Decomposition for Sparse Inverse Covariance Estimation Xiaoning Kang, Jiayi Lian and Xinwei Deng*	Supp	doi:10.5705/ss.202023.0065 [Author Version]
Multivariate Calibrations with Auxiliary Information Pei Feng Tong, Song Xi Chen* and Cheng Yong Tang	Supp	doi:10.5705/ss.202023.0151 [Author Version]
Volume 35, Number 4, October 2025
Asymptotic Behaviour of the Modified Likelihood Root Yanbo Tang* and Nancy Reid		doi:10.5705/ss.202022.0016 [Author Version]
An Unbiased Predictor for Skewed Response Variable with Measurement Error in Covariate Sepideh Mosaferi*, Malay Ghosh and Shonosuke Sugasawa	Supp	doi:10.5705/ss.202023.0098 [Author Version]
Leverage Classifier: Another Look at Support Vector Machine Yixin Han, Jun Yu, Nan Zhang, Cheng Meng, Ping Ma*, Wenxuan Zhong and Changliang Zou	Supp	doi:10.5705/ss.202023.0124 [Author Version]
Subsampling Based Community Detection for Large Networks Sayan Chakrabarty, Srijan Sengupta and Yuguo Chen*	Supp	doi:10.5705/ss.202022.0108 [Author Version]
Modeling and Predicting Spatio-Temporal Dynamics of PM$_{2.5}$ Concentrations Through Time-Evolving Covariance Models Ghulam A. Qadir* and Ying Sun	Supp	doi:10.5705/ss.202022.0064 [Author Version]
Efficient Estimation and Inference for the Signed β-Model in Directed Signed Networks Haoran Zhang and Junhui Wang*	Supp	doi:10.5705/ss.202022.0236 [Author Version]
Optimal Subsampling for Multinomial Logistic Models With Big Data Zhiqiang Ye, Jun Yu and Mingyao Ai*	Supp	doi:10.5705/ss.202022.0277 [Author Version]
High-dimensional Subgroup Regression Analysis Fei Jiang*, Tian Lu, Jian Kang and Lexin Li	Supp	doi:10.5705/ss.202023.0075 [Author Version]
On the Estimation of High-Dimensional Integrated Covariance Matrix Based on High-Frequency Data With Multiple Transactions Moming Wang, Jianhua Hu, Ningning Xia* and Yong Zhou	Supp	doi:10.5705/ss.202022.0259 [Author Version]
Poisson Kernel-Based Tests for Uniformity on the d-Dimensional Sphere Yuxin Ding, Marianthi Markatou* and Giovanni Saraceno	Supp	doi:10.5705/ss.202022.0347 [Author Version]
Sparse and Debiased Adaptive Huber Regression in Distributed Data: Aggregated and Communication-Efficient Approaches Wei Ma, Junzhuo Gao, Lei Wang* and Heng Lian	Supp	doi:10.5705/ss.202022.0375 [Author Version]
High-Dimensional Scale Invariant Discriminant Analysis Ming Li*, Cheng Wang, Yanqing Yin and Shurong Zheng		doi:10.5705/ss.202022.0380 [Author Version]
Sufficient Variable Screening for Ultrahigh-Dimensional Right Censored Data via Independence Measures Baoying Yang*, Qingcong Yuan and Xiangrong Yin	Supp	doi:10.5705/ss.202021.0250 [Author Version]
Maximum Conditional Alpha Test for Conditional Multi-Factor Models Jun Zhang, Wei Lan, Xinyan Fan* and Wen Chen	Supp	doi:10.5705/ss.202022.0137 [Author Version]
A New Class of Orthogonal Designs With Good Low Dimensional Space-Filling Properties Chunyan Wang, Dennis K. J. Lin and Min-Qian Liu*	Supp	doi:10.5705/ss.202023.0046 [Author Version]
Test of Partial Separability for Multivariate Functional Data Fangzhi Luo, Wei Zhang and Decai Liang*	Supp	doi:10.5705/ss.202022.0370 [Author Version]
Inferring Hub Nodes on Differential Gaussian Graphical Models Xin Zhou, Kean Ming Tan and Junwei Lu*	Supp	doi:10.5705/ss.202023.0298 [Author Version]
Mean Dimension Reduction And Testing For Nonparametric Tensor Response Regression Chung Eun Lee*, Xin Zhang and Lexin Li	Supp	doi:10.5705/ss.202022.0075 [Author Version]
Combining P-values Using Heavy Tailed Distributions and Their Asymptotic Results with Applications to Genomic Data Junsik Kim and Junyong Park*	Supp	doi:10.5705/ss.202023.0117 [Author Version]
Goodness of Fit Checking for Stukel Generalized Logistic Regression Models Yu Xia, Xinmin Li, Feifei Chen and Hua Liang*		doi:10.5705/ss.202023.0231 [Author Version]
Linear Hypothesis Testing for High Dimensional Tobit Models Tate Jacobson* and Hui Zou	Supp	doi:10.5705/ss.202023.0118 [Author Version]
Volume 36, Number 1, January 2026
Decoupling Systemic Risk into Endopathic and Exopathic Competing Risks Through Autoregressive Conditional Accelerated Fréchet Model Jingyu Ji, Deyuan Li* and Zhengjun Zhang	Supp	doi:10.5705/ss.202022.0248 [Author Version]
NAPA: Neighborhood-Assisted and Posterior-Adjusted Two-sample Inference Li Ma, Yin Xia* and Lexin Li	Supp	doi:10.5705/ss.202022.0314 [Author Version]
Generalized Functional Feature Regression Models Qingzhi Zhong, Wei Liu, Li Liu, Hua Liang and Huazhen Lin*	Supp	doi:10.5705/ss.202022.0379 [Author Version]
A Linear Errors-in-Variables Model with Unknown Heteroscedastic Measurement Errors Linh H. Nghiem* and Cornelis J. Potgieter	Supp	doi:10.5705/ss.202022.0331 [Author Version]
Volatility Analysis with High-frequency and Low-frequency Historical Data, and Options-Implied Information Huiling Yuan, Kexin Lu* and Guodong Li	Supp	doi:10.5705/ss.202023.0020 [Author Version]
Invariance Principle and CLT for the Spiked Eigenvalues of Large-dimensional Fisher Matrices and Applications Dandan Jiang, Zhiqiang Hou, Zhidong Bai and Runze Li*	Supp	doi:10.5705/ss.202022.0377 [Author Version]
Heteroscedastic Survival Data Analysis with Accelerated Failure Time Model Lili Yu* and Zhezhen Jin	Supp	doi:10.5705/ss.202023.0229 [Author Version]
Blind Source Separation over Space: An Eigenanalysis Approach Bo Zhang*, Sixing Hao and Qiwei Yao	Supp	doi:10.5705/ss.202023.0157 [Author Version]
Estimation of A Distribution with A Bias and Its Applications to Competing Risks Hammou El Barmi* and Zhiliang Ying	Supp	doi:10.5705/ss.202023.0176 [Author Version]
Statistical Inference for Multivariate Functional Panel Data Shuang Sun and Lijian Yang*	Supp	doi:10.5705/ss.202023.0146 [Author Version]
Minimum Aberration Factorial Designs Under A Mixed Parametrization Guanzhou Chen* and Boxin Tang	Supp	doi:10.5705/ss.202023.0165 [Author Version]
Testing Exogeneity in the Functional Linear Regression Model Manuela Dorn, Melanie Birke* and Carsten Jentsch	Supp	doi:10.5705/ss.202022.0154 [Author Version]
Robust and Efficient Case-Control Studies With Contaminated Case Pools: A Unified M-Estimation Framework Guorong Dai* and Jinbo Chen	Supp	doi:10.5705/ss.202023.0373 [Author Version]
Improved Model-assisted Estimation via Probability Thresholding Xianpeng Zong, Geoffrey K. F. Tso and Guohua Zou*	Supp	doi:10.5705/ss.202022.0295 [Author Version]
ZIKQ: An Innovative Centile Chart Method for Utilizing Natural History Data in Rare Disease Clinical Development Tianying Wang*, Wenfei Zhang and Ying Wei	Supp	doi:10.5705/ss.202023.0107 [Author Version]
A Community Hawkes Model for Continuous-time Networks with Interaction Heterogeneity Haosheng Shi and Wenlin Dai*	Supp	doi:10.5705/ss.202022.0353 [Author Version]
Simultaneous Inference for Mean Curves of Functional and Longitudinal Data: A Unified Theory Zhipeng Lou* and Weibiao Wu	Supp	doi:10.5705/ss.202022.0358 [Author Version]
A Regularized Low Tubal-Rank Model for High-dimensional Time Series Data Samrat Roy* and George Michailidis	Supp	doi:10.5705/ss.202023.0009 [Author Version]
Optimal Conditional Quantile Prediction via Model Averaging of Partially Linear Additive Models Jing Lv and Shujie Ma*	Supp	doi:10.5705/ss.202023.0092 [Author Version]
Versatile Parametric Classes of Covariance Functions that Interlace Anisotropies and Hole Effects Alfredo Alegria* and Xavier Emery	Supp	doi:10.5705/ss.202023.0184 [Author Version]
Robust Tests for Changing Volatility Jilin Wu*, Ruike Wu and Zhijie Xiao	Supp	doi:10.5705/ss.202023.0207 [Author Version]
Volume 36, Number 2, April 2026
Skewed Pivot-Blend Modeling with Applications to Semicontinuous Outcomes Yiyuan She*, Xiaoqiang Wu, Lizhu Tao and Debajyoti Sinha	Supp	doi:10.5705/ss.202022.0412 [Author Version]
Penalized Regression with Multiple Loss Functions and Variable Selection by Voting Guorong Dai*, Ursula U. Müller and Raymond J. Carroll	Supp	doi:10.5705/ss.202022.0391 [Author Version]
Adjusting for Non-confounding Covariates in Case-control Association Studies Siliang Zhang, Jinbo Chen, Zhiliang Ying and Hong Zhang*	Supp	doi:10.5705/ss.202023.0249 [Author Version]
Variable Screening via Conditional Martingale Difference Divergence Lei Fang*, Qingcong Yuan, Xiangrong Yin and Chenglong Ye	Supp	doi:10.5705/ss.202022.0346 [Author Version]
Simultaneous Change Point Detection and Identification for High Dimensional Linear Models Bin Liu, Xinsheng Zhang and Yufeng Liu*	Supp	doi:10.5705/ss.202023.0212 [Author Version]
A Functional Coefficients Network Autoregressive Model Hang Yin, Abolfazl Safikhani and George Michailidis*	Supp	doi:10.5705/ss.202022.0402 [Author Version]
Statistical Inference for High Dimensional Regression with Proxy Data Sai Li, T. Tony Cai and Hongzhe Li*	Supp	doi:10.5705/ss.202023.0088 [Author Version]
Semiparametric Cure Regression Models with Informative Case K Interval-Censored Failure Time Data Yichen Lou, Jianguo Sun and Peijie Wang*		doi:10.5705/ss.202022.0343 [Author Version]
Regulation-Incorporated Gene Expression Network-Based Heterogeneity Analysis Rong Li, Qingzhao Zhang and Shuangge Ma*	Supp	doi:10.5705/ss.202023.0109 [Author Version]
Semiparametric Inference for Longitudinal Data with Informative Observation Times and Terminal Event Shirong Deng, Kin-yat Liu, Wen Su and Xingqiu Zhao*	Supp	doi:10.5705/ss.202022.0324 [Author Version]
An Empirical Bayes Regression for Multi-tissue Gene Expression Prediction Fei Xue and Hongzhe Li*	Supp	doi:10.5705/ss.202023.0201 [Author Version]
Component-based Regression for Hybrid Data Xiaohu Jiang, Xiuli Du*, Yenan Ren, Jinguan Lin and The Alzheimer's Disease Neuroimaging Initiative	Supp	doi:10.5705/ss.202023.0186 [Author Version]
Copula-based Analysis for Count Time Series Mingze Zhang, Huixia Judy Wang* and James Livsey	Supp	doi:10.5705/ss.202022.0406 [Author Version]
Functional Adaptive Double-Sparsity Estimator for Functional Linear Regression Model with Multiple Functional Covariates Cheng Cao*, Jiguo Cao, Hailiang Wang, Kwok-Leung Tsui and Xinyue Li	Supp	doi:10.5705/ss.202023.0091 [Author Version]
Improve Efficiency of Doubly Robust Estimator when Propensity Score is Misspecified Liangbo Lyu and Molei Liu*	Supp	doi:10.5705/ss.202023.0029 [Author Version]
Receiver Operating Characteristic Curve for Complex Survey Data Tamy H. M. Tsujimoto and Jianwen Cai*	Supp	doi:10.5705/ss.202022.0290 [Author Version]
Bias, Consistency, and Alternative Perspectives of the Infinitesimal Jackknife Wei Peng, Lucas Mentch* and Len Stefanski	Supp	doi:10.5705/ss.202022.0131 [Author Version]
Confidence Surfaces for the Mean of Locally Stationary Functional Time Series Holger Dette and Weichi Wu*	Supp	doi:10.5705/ss.202023.0150 [Author Version]
Simultaneous Inference for the Distribution of Functional Principal Component Scores Leheng Cai and Qirui Hu*	Supp	doi:10.5705/ss.202023.0246 [Author Version]
Intrinsic Correlation Analysis for Wasserstein Functional Data Hang Zhou, Zhenhua Lin and Fang Yao*	Supp	doi:10.5705/ss.202023.0147 [Author Version]
Estimation and Variable Selection under the Function-on-scalar Linear Model with Covariate Measurement Error Yifan Sun and Grace Y. Yi*	Supp	doi:10.5705/ss.202023.0100 [Author Version]
Volume 36, Number 3, July 2026
Longitudinal Modeling of Rank-based Global Outcome Maomao Ding, Jing Ning, Xuming He, Anne-Marie Wills and Ruosha Li*	Supp	doi:10.5705/ss.202023.0049 [Author Version]
How Sensitive are Tail-related Risk Measures in a Contamination Neighbourhood? Wolfgang Karl Härdle and Chengxiu Ling*		doi:10.5705/ss.202023.0019 [Author Version]
A Warped Self-normalized Two-sample Test for Time Series with Staggered Observation Periods Weiliang Wang and Ting Zhang*	Supp	doi:10.5705/ss.202023.0379 [Author Version]
Information-based Optimal Subdata Selection for Clusterwise Linear Regression Yanxi Liu, John Stufken and Min Yang*		doi:10.5705/ss.202023.0302 [Author Version]
Joint Mean-angle Model for Spatial Binary Data Cheng Peng, Renwen Luo, Yang Han and Jianxin Pan*	Supp	doi:10.5705/ss.202023.0237 [Author Version]
Nonparametric Comparisons of Multiple Distributions under Uniform Stochastic Ordering Chuan-Fa Tang* and Dewei Wang	Supp	doi:10.5705/ss.202023.0034 [Author Version]
KOO Approach for Scalable Variable Selection Problem in Large-dimensional Regression Zhidong Bai, Kwok Pui Choi, Yasunori Fujikoshi and Jiang Hu*	Supp	doi:10.5705/ss.202023.0153 [Author Version]
Functional Two-Sample Test Based on Projection Yang Bai*, Caihong Qin and Huichen Zhu	Supp	doi:10.5705/ss.202023.0272 [Author Version]
Detect Complete Dependence via Trace Correlation in the Presence of Matrix-Valued Random Objects Delin Zhao and Liping Zhu*	Supp	doi:10.5705/ss.202023.0154 [Author Version]
Optimal Priors for the Discounting Parameter of the Normalized Power Prior Yueqi Shen*, Luiz M. Carvalho, Matthew A. Psioda and Joseph G. Ibrahim	Supp	doi:10.5705/ss.202023.0208 [Author Version]
Large-Scale Multiple Testing for Matrix-Valued Data under Cross Dependency Shiyu Zhang, Xu Han and Sanat K. Sarkar*	Supp	doi:10.5705/ss.202021.0406 [Author Version]
Dynamic Statistical Learning in Massive Datastreams Jingshen Wang, Lilun Du*, Changliang Zou and Zhenke Wu	Supp	doi:10.5705/ss.202023.0195 [Author Version]
Frequent-voting Independence Screening for Data of Different Types or Different Dimensions Haeun Moon* and Kehui Chen		doi:10.5705/ss.202023.0070 [Author Version]
Integrative Quantile Regression Analysis of Heterogeneous Multisource Data with Privacy Preserving Senlin Yuan, Xuerong Chen*, Yu Wu and Jianguo Sun	Supp	doi:10.5705/ss.202022.0292 [Author Version]
Simultaneous Variable Selection and Estimation of Survival Model with Informative Censoring Zili Liu, Hong Wang, Chunjie Wang and Xinyuan Song*	Supp	doi:10.5705/ss.202023.0227 [Author Version]