Preprint Articles

Future Papers

This publication schedule is subject to change.
Volume 35, Number 3, July 2025
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 [Final 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 [Final Version]
Asymptotic Behaviour of the Modified Likelihood Root Yanbo Tang* and Nancy Reid		doi:10.5705/ss.202022.0016 [Final Version]
Subsampling Based Community Detection for Large Networks Sayan Chakrabarty, Srijan Sengupta and Yuguo Chen*	Supp	doi:10.5705/ss.202022.0108 [Final 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 [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 [Final 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 [Final Version]
Multiscale Tests for Point Processes and Longitudinal Networks Youmeng Jiang and Min Xu*	Supp	doi:10.5705/ss.202024.0048 [Final Version]
A Pseudo-likelihood Approach to Community Detection in Weighted Networks Andressa Cerqueira* and Elizaveta Levina	Supp	doi:10.5705/ss.202023.0081 [Final Version]
Scalable Community Detection in Massive Networks using Aggregated Relational Data Timothy Jones, Owen G. Ward, Yiran Jiang, John Paisley and Tian Zheng*	Supp	doi:10.5705/ss.202022.0411 [Final Version]
Perfect Spectral Clustering with Discrete Covariates Jonathan Hehir, Xiaoyue Niu* and Aleksandra Slavkovic	Supp	doi:10.5705/ss.202022.0341 [Final Version]
A Continuous-Time Stochastic Process for High-Resolution Network Data in Sports Nicholas Grieshop, Yong Feng, Guanyu Hu and Michael Schweinberger*	Supp	doi:10.5705/ss.202023.0050 [Final Version]
Orthogonal Symmetric Non-Negative Matrix Factorization Under the Stochastic Block Model Subhadeep Paul and Yuguo Chen*	Supp	doi:10.5705/ss.202023.0061 [Final Version]
Volume 35, Number 4, October 2025
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 [Final 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 [Final Version]
High-Dimensional Scale Invariant Discriminant Analysis Ming Li*, Cheng Wang, Yanqing Yin and Shurong Zheng		doi:10.5705/ss.202022.0380 [Final 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 [Final 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 [Final 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 [Final Version]
Test of Partial Separability for Multivariate Functional Data Fangzhi Luo, Wei Zhang and Decai Liang*	Supp	doi:10.5705/ss.202022.0370 [Final Version]
Inferring Hub Nodes on Differential Gaussian Graphical Models Xin Zhou, Kean Ming Tan and Junwei Lu*	Supp	doi:10.5705/ss.202023.0298 [Final 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 [Final 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 [Final 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 [Final Version]
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 [Final Version]
Linear Hypothesis Testing for High Dimensional Tobit Models Tate Jacobson* and Hui Zou	Supp	doi:10.5705/ss.202023.0118 [Final Version]
NAPA: Neighborhood-Assisted and Posterior-Adjusted Two-sample Inference Li Ma, Yin Xia* and Lexin Li	Supp	doi:10.5705/ss.202022.0314 [Final Version]
Generalized Functional Feature Regression Models Qingzhi Zhong, Wei Liu, Li Liu, Hua Liang and Huazhen Lin*	Supp	doi:10.5705/ss.202022.0379 [Final 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 [Final 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 [Final 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 [Final Version]
Heteroscedastic Survival Data Analysis with Accelerated Failure Time Model Lili Yu* and Zhezhen Jin	Supp	doi:10.5705/ss.202023.0229 [Final Version]
Blind Source Separation over Space: An Eigenanalysis Approach Bo Zhang*, Sixing Hao and Qiwei Yao	Supp	doi:10.5705/ss.202023.0157 [Final 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 [Final Version]
Volume 36, Number 1, January 2026
Statistical Inference for Multivariate Functional Panel Data Shuang Sun and Lijian Yang*	Supp	doi:10.5705/ss.202023.0146 [Final Version]
Minimum Aberration Factorial Designs Under A Mixed Parametrization Guanzhou Chen* and Boxin Tang	Supp	doi:10.5705/ss.202023.0165 [Final Version]
Testing Exogeneity in the Functional Linear Regression Model Manuela Dorn, Melanie Birke* and Carsten Jentsch	Supp	doi:10.5705/ss.202022.0154 [Final 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 [Final Version]
Improved Model-assisted Estimation via Probability Thresholding Xianpeng Zong, Geoffrey K. F. Tso and Guohua Zou*	Supp	doi:10.5705/ss.202022.0295 [Final 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 [Final Version]
A Community Hawkes Model for Continuous-time Networks with Interaction Heterogeneity Haosheng Shi and Wenlin Dai*	Supp	doi:10.5705/ss.202022.0353 [Final 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 [Final 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 [Final 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 [Final Version]
Robust Tests for Changing Volatility Jilin Wu*, Ruike Wu and Zhijie Xiao	Supp	doi:10.5705/ss.202023.0207 [Final Version]
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 [Final 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 [Final 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 [Final 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 [Final 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 [Final 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 [Final Version]
Regulation-Incorporated Gene Expression Network-Based Heterogeneity Analysis Rong Li, Qingzhao Zhang and Shuangge Ma*	Supp	doi:10.5705/ss.202023.0109 [Final Version]
Discussion Paper
Causal and Counterfactual Views of Missing Data Models Razieh Nabi*, Rohit Bhattacharya, Ilya Shpitser and James M. Robins	Supp	doi:10.5705/ss.202023.0382 [Author Version]
Volume 36, Number 2, April 2026
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 [Final Version]
An Empirical Bayes Regression for Multi-tissue Gene Expression Prediction Fei Xue and Hongzhe Li*	Supp	doi:10.5705/ss.202023.0201 [Final 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 [Final Version]
Copula-based Analysis for Count Time Series Mingze Zhang, Huixia Judy Wang* and James Livsey	Supp	doi:10.5705/ss.202022.0406 [Final 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 [Final Version]
Improve Efficiency of Doubly Robust Estimator when Propensity Score is Misspecified Liangbo Lyu and Molei Liu*	Supp	doi:10.5705/ss.202023.0029 [Final Version]
Receiver Operating Characteristic Curve for Complex Survey Data Tamy H. M. Tsujimoto and Jianwen Cai*	Supp	doi:10.5705/ss.202022.0290 [Final 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 [Final Version]
Bias, Consistency, and Alternative Perspectives of the Infinitesimal Jackknife Wei Peng, Lucas Mentch* and Len Stefanski	Supp	doi:10.5705/ss.202022.0131 [Final Version]
Confidence Surfaces for the Mean of Locally Stationary Functional Time Series Holger Dette and Weichi Wu*	Supp	doi:10.5705/ss.202023.0150 [Final Version]
Simultaneous Inference for the Distribution of Functional Principal Component Scores Leheng Cai and Qirui Hu*	Supp	doi:10.5705/ss.202023.0246 [Final Version]
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 [Final Version]
Intrinsic Correlation Analysis for Wasserstein Functional Data Hang Zhou, Zhenhua Lin and Fang Yao*	Supp	doi:10.5705/ss.202023.0147 [Final Version]
How Sensitive are Tail-related Risk Measures in a Contamination Neighbourhood? Wolfgang Karl Härdle and Chengxiu Ling*		doi:10.5705/ss.202023.0019 [Final 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 [Final Version]
Information-based Optimal Subdata Selection for Clusterwise Linear Regression Yanxi Liu, John Stufken and Min Yang*		doi:10.5705/ss.202023.0302 [Final 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 [Final Version]
Nonparametric Comparisons of Multiple Distributions under Uniform Stochastic Ordering Chuan-Fa Tang* and Dewei Wang	Supp	doi:10.5705/ss.202023.0034 [Final 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 [Final Version]
Functional Two-Sample Test Based on Projection Yang Bai*, Caihong Qin and Huichen Zhu	Supp	doi:10.5705/ss.202023.0272 [Final 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]
Volume 36, Number 3, July 2026
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]
Resampling Method for Generalized One-per-Stratum Sampling Designs Zhonglei Wang and Zhengyuan Zhu*	Supp	doi:10.5705/ss.202024.0001 [Final 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 [Final Version]
Frequent-voting Independence Screening for Data of Different Types or Different Dimensions Haeun Moon* and Kehui Chen		doi:10.5705/ss.202023.0070 [Final 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 [Final Version]
A Mixture Generalized Estimating Equations Approach for Complex Spatially-Dependent Data Huichen Zhu*, Fangzheng Lin, Huixia Judy Wang and Zhongyi Zhu	Supp	doi:10.5705/ss.202022.0401 [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 [Final Version]
Robust Inverse Regression for Multivariate Elliptical Functional Data Eftychia Solea, Eliana Christou and Jun Song*	Supp	doi:10.5705/ss.202023.0341 [Final Version]
Model Averaging Estimation for Partially Linear Functional Score Models Shishi Liu, Chunming Zhang, Hao Zhang, Rou Zhong and Jingxiao Zhang*	Supp	doi:10.5705/ss.202023.0067 [Final Version]
Principal Sub-manifolds Zhigang Yao*, Benjamin Eltzner and Tung Pham	Supp	doi:10.5705/ss.202021.0163 [Author Version]
Testing for the Equality of Distributions in High Dimension Xu Li, Gongming Shi and Baoxue Zhang*	Supp	doi:10.5705/ss.202023.0299 [Final Version]
Nearly Optimal Two-step Poisson Sampling and Empirical Likelihood Weighting Estimation for M-estimation with Big Data Yan Fan, Yang Liu, Yukun Liu* and Jing Qin	Supp	doi:10.5705/ss.202023.0274 [Final Version]
Intrinsic Minimum Average Variance Estimation for Dimension Reduction with Symmetric Positive Definite Matrices and Beyond Baiyu Chen, Shuang Dai and Zhou Yu*	Supp	doi:10.5705/ss.202023.0268 [Final Version]
Two Kernel-based Feature Screening Procedures for High-dimensional Response Data Yuke Shi, Na Li, Qizhai Li, Dongdong Pan and Jinjuan Wang*	Supp	doi:10.5705/ss.202023.0290 [Author Version]
Bayesian Statistics by Arithmetic Operations of Conjugate Distributions Hang Qian*		doi:10.5705/ss.202024.0052 [Final Version]
Testing for High-Dimensional White Noise Long Feng, Binghui Liu* and Yanyuan Ma	Supp	doi:10.5705/ss.202023.0300 [Author Version]
Identifiability and Estimation of Causal Effects with Non-Gaussianity and Auxiliary Covariates Kang Shuai, Shanshan Luo, Yue Zhang, Feng Xie and Yangbo He*	Supp	doi:10.5705/ss.202023.0315 [Author Version]
Locally Optimal Designs for Estimating One or More Functions of Shared Parameters Between Two Groups in Biomedical Studies Xin Liu, Rong-Xian Yue and Weng Kee Wong*		doi:10.5705/ss.202023.0284 [Author Version]
Optimal Averaging Estimation for Density Functions Peng Lin, Jun Liao, Zudi Lu, Kang You and Guohua Zou*	Supp	doi:10.5705/ss.202022.0410 [Author Version]
Asymptotic Results for Penalized Quasi-Likelihood Estimation in Generalized Linear Mixed Models Xu Ning*, Francis Hui and Alan Welsh	Supp	doi:10.5705/ss.202023.0343 [Author Version]
Volume 36, Number 4, October 2026
Change Point Detection for High-dimensional Linear Models: A General Tail-adaptive Approach Bin Liu, Zhengling Qi, Xinsheng Zhang and Yufeng Liu*	Supp	doi:10.5705/ss.202023.0337 [Author Version]
Global Group Testing and Screening with Dynamic Effects Ying Cui and Limin Peng*	Supp	doi:10.5705/ss.202023.0285 [Author Version]
Sparse Factor Model for High Dimensional Time Series Xiaoran Wu, Baojun Dou and Rongmao Zhang*	Supp	doi:10.5705/ss.202023.0219 [Author Version]
Testing for Variance Changes under Varying Mean and Serial Correlation Cheuk Wai Leung and Kin Wai Chan*	Supp	doi:10.5705/ss.202023.0238 [Author Version]
A Quasi Synthetic Control Method for Nonlinear Models with High-Dimensional Covariates Zongwu Cai, Ying Fang, Ming Lin* and Zixuan Wu	Supp	doi:10.5705/ss.202023.0271 [Author Version]
VALISE: A Robust Vertex Hunting Algorithm Dieyi Chen, Tracy Ke and Shuyi Zhang*	Supp	doi:10.5705/ss.202023.0159 [Author Version]
Identifying Causal Effects Using Instrumental Variables from the Auxiliary Dataset Kang Shuai, Shanshan Luo*, Wei Li and Yangbo He	Supp	doi:10.5705/ss.202024.0006 [Author Version]
Estimation and Goodness-of-Fit Testing for Non-Negative Random Variables with Explicit Laplace Transform Lucio Barabesi, Antonio Di Noia, Marzia Marcheselli, Caterina Pisani* and Luca Pratelli		doi:10.5705/ss.202023.0393 [Final Version]
Balanced Subsampling for Big Data with Categorical Predictors Lin Wang*	Supp	doi:10.5705/ss.202023.0434 [Author Version]
Complete Consecutive Order-Pairing (CCOP) Design and Its Distance-based Linear Model: Design Construction and Analysis for Order-of-Addition (OofA) Experiments Jing-Wen Huang and Frederick Kin Hing Phoa*	Supp	doi:10.5705/ss.202023.0357 [Author Version]
Powerful Spatial Multiple Testing via Borrowing Neighboring Information Linsui Deng, Kejun He* and Xianyang Zhang	Supp	doi:10.5705/ss.202024.0152 [Author Version]
Bayesian Optimization with Pareto-Principled Training for Economical Hyperparameter Optimization Yang Yang, Ke Deng* and Yu Zhu	Supp	doi:10.5705/ss.202023.0310 [Author Version]
Optimal Model Averaging for Imbalanced Classification Ze Chen, Jun Liao, Wangli Xu and Yuhong Yang*	Supp	doi:10.5705/ss.202024.0012 [Author Version]
On Doubly Robust Estimation with Nonignorable Missing Data Using Instrumental Variables Baoluo Sun, Wang Miao and Deshanee S. Wickramarachchi	Supp	doi:10.5705/ss.202023.0383 [Author Version]
Inference on Large-scale Generalized Functional Linear Model Kaijie Xue and Riquan Zhang*	Supp	doi:10.5705/ss.202023.0356 [Author Version]
Functional Linear Models with Latent Factors Zixuan Han, Tao Li, Jinhong You and Jiguo Cao*	Supp	doi:10.5705/ss.202024.0028 [Author Version]
Leveraging Local Distributions in Mendelian Randomization: Uncertain Opinions are Invalid Ziya Xu and Sai Li*	Supp	doi:10.5705/ss.202023.0344 [Author Version]
Fisher's Combined Probability Test for Cross-Sectional Independence in Panel Data Models with Serial Correlation Hongfei Wang, Binghui Liu, Long Feng* and Yanyuan Ma	Supp	doi:10.5705/ss.202023.0348 [Author Version]
Two-level Isomorphic Foldovers Designs Chunyan Wang* and Dennis K. J. Lin	Supp	doi:10.5705/ss.202023.0401 [Author Version]
Reproducible Learning in Large-Scale Multiple Graphical Models Jia Zhou*, Guangming Pan, Zeming Zheng and Changchun Tan	Supp	doi:10.5705/ss.202023.0099 [Author Version]
New Feature Screening Methods for Massive Interval-censored Failure Time Data Huiqiong Li, Zhimiao Cao, Jianguo Sun* and Niansheng Tang	Supp	doi:10.5705/ss.202023.0309 [Author Version]
Volume 37, Number 1, January 2027
Convoluted Support Matrix Machine in High Dimensions Bingzhen Chen and Canyi Chen*	Supp	doi:10.5705/ss.202024.0194 [Author Version]
A Robust Framework for Graph-Based Two-Sample Tests Using Weights Yichuan Bai* and Lynna Chu	Supp	doi:10.5705/ss.202023.0408 [Author Version]
Statistical Inference For Ultrahigh Dimensional Location Parameter Based On Spatial Median Guanghui Cheng, Liuhua Peng and Changliang Zou*	Supp	doi:10.5705/ss.202023.0242 [Author Version]
Localizing Multivariate CAViaR Xiu Xu, Yegor Klochkov, Li Chen* and Wolfgang Karl Härdle	Supp	doi:10.5705/ss.202022.0397 [Author Version]
Kernel Mode-Based Regression under Random Truncation Tao Wang* and Weixin Yao	Supp	doi:10.5705/ss.202023.0288 [Author Version]
The Method of Limits and Its Application to The Analysis of Count Data in Genome-wide Association Studies Jiming Jiang*, Leqi Xu, Yiliang Zhang and Hongyu Zhao	Supp	doi:10.5705/ss.202024.0092 [Author Version]
Bayesian Inference of Spatially Varying Correlations via the Thresholded Correlation Gaussian Process Moyan Li, Lexin Li and Jian Kang*	Supp	doi:10.5705/ss.202023.0312 [Author Version]
Statistical Inference for Local Granger Causality Yan Liu*, Masanobu Taniguchi and Hernando Ombao	Supp	doi:10.5705/ss.202023.0317 [Author Version]
Multiscale Autoregression on Adaptively Detected Timescales Rafal Baranowski, Yining Chen* and Piotr Fryzlewicz	Supp	doi:10.5705/ss.202023.0017 [Author Version]
Sufficient Dimension Reduction for Classification Xin Chen, Jingjing Wu, Zhigang Yao and Jia Zhang*	Supp	doi:10.5705/ss.202023.0143 [Author Version]
A Locally Adaptive Algorithm for Multiple Testing with Network Structure Ziyi Liang, T. Tony Cai, Wenguang Sun and Yin Xia*	Supp	doi:10.5705/ss.202024.0002 [Author Version]
Likelihood-free Gibbs Sequential Monte Carlo Sampling Weixuan Zhu, Wei Li and Weining Shen*		doi:10.5705/ss.202023.0332 [Author Version]
An Automatic MDDM-Based Test for Martingale Difference Hypothesis Chenglong Zhong and Guochang Wang*	Supp	doi:10.5705/ss.202024.0035 [Author Version]
The Population and Personalized Areas Under the Receiving Operating Characteristic Curve Haben Michael* and Lu Tian		doi:10.5705/ss.202024.0100 [Author Version]
Weighted Conditional Network Testing for Multiple High-Dimensional Correlated Data Sets Takwon Kim, Inyoung Kim* and Ki-Ahm Lee	Supp	doi:10.5705/ss.202024.0330 [Author Version]
Inference for Delay Differential Equations Using Manifold-Constrained Gaussian Processes Yuxuan Zhao and Samuel W.K. Wong*	Supp	doi:10.5705/ss.202024.0213 [Author Version]
Probit Time-to-Event Regression for Misclassified Group Testing Data Lijun Fang, Tao Hu, Shuwei Li*, Lianming Wang, Christopher S. McMahan and Joshua M. Tebbs	Supp	doi:10.5705/ss.202024.0099 [Author Version]
A Semiparametric Quantile Single-Index Model for Zero-Inflated Outcomes Zirui Wang and Tianying Wang*	Supp	doi:10.5705/ss.202024.0104 [Author Version]
On Efficient Estimation for Value-at-Risk via Location-Scale Time Series Models Chaoxu Lei and Qianqian Zhu*	Supp	doi:10.5705/ss.202024.0167 [Author Version]
Functional Joint Models for Imaging Genetic Data Qingzhi Zhong, Xinyuan Song and Hongtu Zhu*	Supp	doi:10.5705/ss.202023.0152 [Author Version]
Win Ratio for Partially Ordered Data Lu Mao*	Supp	doi:10.5705/ss.202023.0321 [Author Version]
Volume 37, Number 2, April 2027
Functional Varying-Coefficient Model Under Heteroskedasticity with Application to DTI Data Pratim Guha Niyogi*, Ping-Shou Zhong and Xiaohong Joe Zhou	Supp	doi:10.5705/ss.202023.0366 [Author Version]
Tail Gini Functional Under Asymptotic Independence Zhaowen Wang, Liujun Chen and Deyuan Li*	Supp	doi:10.5705/ss.202023.0426 [Author Version]
Semi-nonparametric Varying Coefficients Models for Imaging Genetics Ting Li, Yang Yu, Xiao Wang, J.S. Marron and Hongtu Zhu*	Supp	doi:10.5705/ss.202024.0118 [Author Version]
An Ising Similarity Regression Model for Modeling Multivariate Binary Data Zhi Yang Tho*, Francis K. C. Hui and Tao Zou	Supp	doi:10.5705/ss.202024.0021 [Author Version]
Dimension Reduction for Extreme Regression via Contour Projection Liujun Chen and Jing Zeng*	Supp	doi:10.5705/ss.202024.0159 [Author Version]
Sequential Change Point Detection in High-dimensional Vector Auto-regressive Models Yuhan Tian and Abolfazl Safikhani*	Supp	doi:10.5705/ss.202024.0182 [Author Version]
Grouped Heterogeneous Gaussian Graphical Models for High-Dimensional Clustered Data Xin Zeng, Shuangge Ma and Qingzhao Zhang*	Supp	doi:10.5705/ss.202024.0258 [Author Version]
Empirical Risk Minimization for Losses without Variance Guanhua Fang*, Ping Li and Gennady Samorodnitsky	Supp	doi:10.5705/ss.202023.0329 [Author Version]
Concentration Inequalities for High-Dimensional Linear Processes with Dependent Innovations Eduardo Fonseca Mendes* and Fellipe Lopes Lima Leite	Supp	doi:10.5705/ss.202023.0364 [Author Version]
On the Optimality of Functional Sliced Inverse Regression Rui Chen, Songtao Tian, Dongming Huang, Qian Lin and Jun S. Liu*	Supp	doi:10.5705/ss.202023.0396 [Author Version]
Functional Linear Operator Quantile Regression for Sparse Longitudinal Data Xingcai Zhou, Tingyu Lai and Linglong Kong*	Supp	doi:10.5705/ss.202023.0415 [Author Version]
Residual-based Alternative Partial Least Squares for Generalized Functional Linear Models Yue Wang*, Xiao Wang, Joseph G. Ibrahim and Hongtu Zhu	Supp	doi:10.5705/ss.202023.0418 [Author Version]
Distinguishing Forms of Asymptotic Dependence in Heavy Tailed Data Tiandong Wang* and Sidney I. Resnick	Supp	doi:10.5705/ss.202024.0196 [Author Version]
Auxiliary Learning and its Statistical Understanding Hanchao Yan, Feifei Wang*, Chuanxin Xia and Hansheng Wang	Supp	doi:10.5705/ss.202024.0310 [Author Version]
Fast Cost-Constrained High Dimensional Regression Hyeong Jin Hyun and Xiao Wang*	Supp	doi:10.5705/ss.202024.0331 [Author Version]
Distributed Inference for Tail Risks Liujun Chen, Deyuan Li and Chen Zhou*	Supp	doi:10.5705/ss.202024.0222 [Author Version]
Asymmetric Estimation for Varying-Coefficient Additive Model with Functional Response in Reproducing Kernel Hilbert Space Yi Liu, Wei Tu, Yanchun Bao, Bei Jiang and Linglong Kong*	Supp	doi:10.5705/ss.202022.0206 [Author Version]
Grouped Orthogonal Arrays And Their Construction Methods Guanzhou Chen, Yuanzhen He, Devon Lin and Fasheng Sun*	Supp	doi:10.5705/ss.202024.0029 [Author Version]
Maximizing Area Under the Receiver Operating Characteristic Curve for Biomarker Combination Yuxuan Chen* and Yijian Huang	Supp	doi:10.5705/ss.202024.0195 [Author Version]
Rank-Based Inference for the Accelerated Failure Time Model with Partially Interval-Censored Data Taehwa Choi, Sangbum Choi and Dipankar Bandyopadhyay*	Supp	doi:10.5705/ss.202024.0003 [Author Version]
Characterizing and Comparing Order-of-Addition Orthogonal Arrays Shin-Fu Tsai*	Supp	doi:10.5705/ss.202024.0191 [Author Version]
Volume 37, Number 3, July 2027
Spatial-Sign Based Maxsum Test for High Dimensional Location Parameters Jixuan Liu, Long Feng*, Ping Zhao and Zhaojun Wang	Supp	doi:10.5705/ss.202024.0051 [Author Version]
Joint Mean and Correlation Regression Models for Multivariate Data Zhi Yang Tho*, Francis K. C. Hui and Tao Zou	Supp	doi:10.5705/ss.202024.0109 [Author Version]
Simultaneous Jump Detection for Multiple Sequences via Screening and Multiple Testing Shengji Jia and Chunming Zhang*	Supp	doi:10.5705/ss.202023.0216 [Author Version]
Semi-supervised Regression Analysis with Model Misspecification and High-dimensional Data Ye Tian, Peng Wu and Zhiqiang Tan*	Supp	doi:10.5705/ss.202024.0261 [Author Version]
Multiple Testing of One-Sided Hypotheses under Unknown Dependence Seonghun Cho, Youngrae Kim, Johan Lim, Hyungwon Choi, DoHwan Park and Woncheol Jang*	Supp	doi:10.5705/ss.202024.0022 [Author Version]