Preprint Articles

Future Papers

This publication schedule is subject to change.
Volume 36, Number 3, July 2026
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 [Final 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]
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 [Final Version]
Bayesian Statistics by Arithmetic Operations of Conjugate Distributions Hang Qian*		doi:10.5705/ss.202024.0052 [Final 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 [Final 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 [Final 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 [Final 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 [Final Version]
Global Group Testing and Screening with Dynamic Effects Ying Cui and Limin Peng*	Supp	doi:10.5705/ss.202023.0285 [Final 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 [Final Version]
VALISE: A Robust Vertex Hunting Algorithm Dieyi Chen, Tracy Ke and Shuyi Zhang*	Supp	doi:10.5705/ss.202023.0159 [Final 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 [Final 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 [Final 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 [Final Version]
Powerful Spatial Multiple Testing via Borrowing Neighboring Information Linsui Deng, Kejun He* and Xianyang Zhang	Supp	doi:10.5705/ss.202024.0152 [Final 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 [Final Version]
Optimal Model Averaging for Imbalanced Classification Ze Chen, Jun Liao, Wangli Xu and Yuhong Yang*	Supp	doi:10.5705/ss.202024.0012 [Final Version]
Volume 36, Number 4, October 2026
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 [Final Version]
Inference on Large-scale Generalized Functional Linear Model Kaijie Xue and Riquan Zhang*	Supp	doi:10.5705/ss.202023.0356 [Final Version]
Functional Linear Models with Latent Factors Zixuan Han, Tao Li, Jinhong You and Jiguo Cao*	Supp	doi:10.5705/ss.202024.0028 [Final Version]
Leveraging Local Distributions in Mendelian Randomization: Uncertain Opinions are Invalid Ziya Xu and Sai Li*	Supp	doi:10.5705/ss.202023.0344 [Final 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 [Final Version]
Two-level Isomorphic Foldovers Designs Chunyan Wang* and Dennis K. J. Lin	Supp	doi:10.5705/ss.202023.0401 [Final 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 [Final 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 [Final Version]
A Robust Framework for Graph-Based Two-Sample Tests Using Weights Yichuan Bai* and Lynna Chu	Supp	doi:10.5705/ss.202023.0408 [Final Version]
Localizing Multivariate CAViaR Xiu Xu, Yegor Klochkov, Li Chen* and Wolfgang Karl Härdle	Supp	doi:10.5705/ss.202022.0397 [Final Version]
Kernel Mode-Based Regression under Random Truncation Tao Wang* and Weixin Yao	Supp	doi:10.5705/ss.202023.0288 [Final 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 [Final 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 [Final Version]
Statistical Inference for Local Granger Causality Yan Liu*, Masanobu Taniguchi and Hernando Ombao	Supp	doi:10.5705/ss.202023.0317 [Final Version]
Multiscale Autoregression on Adaptively Detected Timescales Rafal Baranowski, Yining Chen* and Piotr Fryzlewicz	Supp	doi:10.5705/ss.202023.0017 [Final Version]
Sufficient Dimension Reduction for Classification Xin Chen, Jingjing Wu, Zhigang Yao and Jia Zhang*	Supp	doi:10.5705/ss.202023.0143 [Final 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 [Final Version]
Likelihood-free Gibbs Sequential Monte Carlo Sampling Weixuan Zhu, Wei Li and Weining Shen*		doi:10.5705/ss.202023.0332 [Final Version]
An Automatic MDDM-Based Test for Martingale Difference Hypothesis Chenglong Zhong and Guochang Wang*	Supp	doi:10.5705/ss.202024.0035 [Final Version]
The Population and Personalized Areas Under the Receiving Operating Characteristic Curve Haben Michael* and Lu Tian		doi:10.5705/ss.202024.0100 [Final 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 [Final Version]
High Dimensional Learning and Inference
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 [Final Version]
Testing for High-Dimensional White Noise Long Feng, Binghui Liu* and Yanyuan Ma	Supp	doi:10.5705/ss.202023.0300 [Final Version]
Sparse Factor Model for High Dimensional Time Series Xiaoran Wu, Baojun Dou and Rongmao Zhang*	Supp	doi:10.5705/ss.202023.0219 [Final 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 [Final Version]
Convoluted Support Matrix Machine in High Dimensions Bingzhen Chen and Canyi Chen*	Supp	doi:10.5705/ss.202024.0194 [Final 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 [Final 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 [Final Version]
Volume 37, Number 1, January 2027
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 [Final Version]
A Semiparametric Quantile Single-Index Model for Zero-Inflated Outcomes Zirui Wang and Tianying Wang*	Supp	doi:10.5705/ss.202024.0104 [Final 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 [Final Version]
Functional Joint Models for Imaging Genetic Data Qingzhi Zhong, Xinyuan Song and Hongtu Zhu*	Supp	doi:10.5705/ss.202023.0152 [Final Version]
Win Ratio for Partially Ordered Data Lu Mao*	Supp	doi:10.5705/ss.202023.0321 [Final Version]
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 [Final Version]
Tail Gini Functional Under Asymptotic Independence Zhaowen Wang, Liujun Chen and Deyuan Li*	Supp	doi:10.5705/ss.202023.0426 [Final 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 [Final 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 [Final Version]
Dimension Reduction for Extreme Regression via Contour Projection Liujun Chen and Jing Zeng*	Supp	doi:10.5705/ss.202024.0159 [Final Version]
Sequential Change Point Detection in High-dimensional Vector Auto-regressive Models Yuhan Tian and Abolfazl Safikhani*	Supp	doi:10.5705/ss.202024.0182 [Final 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 [Final Version]
Empirical Risk Minimization for Losses without Variance Guanhua Fang*, Ping Li and Gennady Samorodnitsky	Supp	doi:10.5705/ss.202023.0329 [Final 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 [Final 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 [Final Version]
Functional Linear Operator Quantile Regression for Sparse Longitudinal Data Xingcai Zhou, Tingyu Lai and Linglong Kong*	Supp	doi:10.5705/ss.202023.0415 [Final 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 [Final Version]
Distinguishing Forms of Asymptotic Dependence in Heavy Tailed Data Tiandong Wang* and Sidney I. Resnick	Supp	doi:10.5705/ss.202024.0196 [Final Version]
Auxiliary Learning and its Statistical Understanding Hanchao Yan, Feifei Wang*, Chuanxin Xia and Hansheng Wang	Supp	doi:10.5705/ss.202024.0310 [Final Version]
Fast Cost-Constrained High Dimensional Regression Hyeong Jin Hyun and Xiao Wang*	Supp	doi:10.5705/ss.202024.0331 [Final Version]
Distributed Inference for Tail Risks Liujun Chen, Deyuan Li and Chen Zhou*	Supp	doi:10.5705/ss.202024.0222 [Final Version]
Volume 37, Number 2, April 2027
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 [Final Version]
Grouped Orthogonal Arrays And Their Construction Methods Guanzhou Chen, Yuanzhen He, Devon Lin and Fasheng Sun*	Supp	doi:10.5705/ss.202024.0029 [Final Version]
Maximizing Area Under the Receiver Operating Characteristic Curve for Biomarker Combination Yuxuan Chen* and Yijian Huang	Supp	doi:10.5705/ss.202024.0195 [Final 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 [Final Version]
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 [Final Version]
Characterizing and Comparing Order-of-Addition Orthogonal Arrays Shin-Fu Tsai*	Supp	doi:10.5705/ss.202024.0191 [Final 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 [Final Version]
Simultaneous Jump Detection for Multiple Sequences via Screening and Multiple Testing Shengji Jia and Chunming Zhang*	Supp	doi:10.5705/ss.202023.0216 [Final 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 [Final 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 [Final Version]
Addressing Label Noise in Causation Classification via Kernel Embeddings Pingbo Hu and Grace Y. Yi*	Supp	doi:10.5705/ss.202023.0202 [Final Version]
On Runs Tests for Directional Data and Their Local and Asymptotic Optimality Properties Maxime Boucher, Christian Francq, Yuichi Goto and Thomas Verdebout*	Supp	doi:10.5705/ss.202024.0106 [Final Version]
Asymptotic Normality of Robust Risk Minimizers Stanislav Minsker*	Supp	doi:10.5705/ss.202024.0268 [Final Version]
Estimation of Subsidiary Performance Metrics under Optimal Policies Zhaoqi Li*, Houssam Nassif and Alex Luedtke	Supp	doi:10.5705/ss.202024.0013 [Final Version]
Efficient AFT Model Estimation with Auxiliary Aggregate Information Huijuan Ma, Manli Cheng, Yukun Liu*, Donglin Zeng and Yong Zhou	Supp	doi:10.5705/ss.202024.0105 [Final Version]
Universally Consistent Tests for the Graph of a Gaussian Graphical Model Thien-Minh Le, Ping-Shou Zhong* and Chenlei Leng	Supp	doi:10.5705/ss.202023.0385 [Final Version]
General Sliced Factorial Designs for Online Experiments with Multiple Platforms Zijian Han, Dongying Wang, Fasheng Sun and Peter Chien*	Supp	doi:10.5705/ss.202024.0224 [Final Version]
Identification and Efficient Estimation in Regression Analysis with Response Missing Not At Random Qinglong Tian, Donglin Zeng and Jiwei Zhao*	Supp	doi:10.5705/ss.202024.0204 [Final Version]
Semiparametric Inference for Functional Survival Models Hongyi Zhou*, Wenqing Su, Qixian Zhong and Ying Yang	Supp	doi:10.5705/ss.202024.0180 [Final Version]
Tail Risk Equivalent Level Transition And Its Application for Estimating Extreme Lp-Quantiles Qingzhao Zhong and Yanxi Hou*	Supp	doi:10.5705/ss.202024.0418 [Final Version]
Center-Outward Ranks and Signs for Testing Conditional Quantile Independence Kai Xu, Huijun Shi and Daojiang He*	Supp	doi:10.5705/ss.202024.0266 [Final Version]
Covariate Adaptive Randomization and Covariate Adjusted Analysis in Clinical Trials
Learning Optimal Treatment Regimes with Survival Data under Imperfect Compliance: An Instrumental Variable Approach Yifan Cui, Jianhua Guo, Wendong Li, Frank Tanser and Dongdong Xiang*	Supp	doi:10.5705/ss.202024.0420 [Author Version]
Volume 37, Number 3, July 2027
Sufficient Dimension Reduction for the Conditional Quantiles of Functional Data Eliana Christou, Eftychia Solea, Shanshan Wang and Jun Song*	Supp	doi:10.5705/ss.202024.0211 [Final Version]
Testing High-dimensional White Noise Based On Modified Portmanteau Tests Zeren Zhou and Min Chen*	Supp	doi:10.5705/ss.202024.0037 [Final Version]
Generalized Tensor Regression with Internal Variation Regularization Yang Bai*, Ting Li and Yang Sui	Supp	doi:10.5705/ss.202024.0281 [Final Version]
Tests on Dynamic Ranking Nan Lu, Jian Shi*, Xin-Yu Tian and Kai Song	Supp	doi:10.5705/ss.202024.0153 [Final Version]
Statistical Inference for Functional Data over Multi Dimensional Domain Qirui Hu and Lijian Yang*	Supp	doi:10.5705/ss.202024.0344 [Final Version]
Construction of Maximin Distance Latin Hypercube Designs via Good Lattice Point Sets Xueru Zhang, Dennis K.J. Lin and Wei Zheng*	Supp	doi:10.5705/ss.202024.0145 [Final Version]
Robust Score Tests for Censored Outcomes and Incomplete Covariates Leveraging High-Dimensional Auxiliary Variables Jiahui Feng and Kin Yau Wong*	Supp	doi:10.5705/ss.202024.0391 [Final Version]
Catoni-type Confidence Sequences under Infinite Variance Guanhua Fang*, Sujay Bhatt, Ping Li and Gennady Samorodnitsky	Supp	doi:10.5705/ss.202024.0249 [Final Version]
Efficient Learning of DAG Structures in Heavy-tailed Data Wei Zhou, Xueqian Kang*, Wei Zhong and Junhui Wang	Supp	doi:10.5705/ss.202024.0199 [Final Version]
Functional Tensor Regression Tongyu Li, Fang Yao* and Anru R. Zhang	Supp	doi:10.5705/ss.202024.0342 [Final Version]
Empirical Bayes Estimation with Side Information: A Nonparametric Integrative Tweedie Approach Jiajun Luo, Trambak Banerjee*, Gourab Mukherjee and Wenguang Sun	Supp	doi:10.5705/ss.202024.0063 [Final Version]
Testing for Treatment Effect in Multitreatment Case Pier Luigi Conti, Livia De Giovanni* and Ayoub Mounim	Supp	doi:10.5705/ss.202024.0255 [Final Version]
Change-Point Detection with Local Trend Adjustment Shengji Jia, Chunming Zhang and Yiming Tang*	Supp	doi:10.5705/ss.202024.0355 [Final Version]
Inference for Non-stationary Time Series Quantile Regression with Inequality Constraints Yan Cui, Yuan Sun and Zhou Zhou*	Supp	doi:10.5705/ss.202025.0108 [Final Version]
Consistent Community Detection in Multi-Layer Networks with Heterogeneous Differential Privacy Yaoming Zhen*, Shirong Xu and Junhui Wang	Supp	doi:10.5705/ss.202023.0287 [Final Version]
Minimum Aberration Fractional Factorial Designs under Baseline Parameterization Xinxin Xia, Fasheng Sun and Chunyan Wang*	Supp	doi:10.5705/ss.202025.0061 [Final Version]
Rematching Estimators For Average Treatment Effects Lam Lam Hui and Kin Wai Chan*	Supp	doi:10.5705/ss.202024.0306 [Final Version]
Conditional Generative Adversarial Network for Individualized Causal Mediation Analysis with Survival Outcome Cheng Huan, Xinyuan Song* and Hongwei Yuan	Supp	doi:10.5705/ss.202024.0188 [Final Version]
Network Assisted Approximate Factor Model Estimation Yuzhou Zhao, Xinyan Fan* and Bo Zhang	Supp	doi:10.5705/ss.202024.0170 [Final Version]
Estimating Covariance Matrices at Different Levels in Repeated Measurements Sunpeng Duan, Guo Yu*, Juntao Duan and Yuedong Wang	Supp	doi:10.5705/ss.202024.0279 [Final Version]
Bootstrapping Portmanteau Tests for Functional White Noise under Unknown Dependence Yu Miao, Muyi Li*, Wai Keung Li and Xingbai Xu	Supp	doi:10.5705/ss.202024.0316 [Final Version]
Volume 37, Number 4, October 2027
Adaptive Block Banding Precision Matrix Estimation For Multivariate Longitudinal Data Chunhui Liang, Wenqing Ma* and Yanyuan Ma	Supp	doi:10.5705/ss.202023.0131 [Final Version]
Estimation and Inference for High-dimensional Multi-response Growth Curve Model Xin Zhou, Yin Xia* and Lexin Li	Supp	doi:10.5705/ss.202024.0307 [Final Version]
Quantile Residual Lifetime Regression for Multivariate Failure Time Data Tonghui Yu, Liming Xiang* and Jong-Hyeon Jeong	Supp	doi:10.5705/ss.202024.0369 [Final Version]
Large Dimensional Spearman's Rank Correlation Matrices: The Central Limit Theorem and Its Applications Hantao Chen and Cheng Wang*	Supp	doi:10.5705/ss.202024.0395 [Final Version]
Collaborative Analysis for Paired A/B Testing Experiments Qiong Zhang, Lulu Kang and Xinwei Deng*	Supp	doi:10.5705/ss.202024.0227 [Final Version]
Nonparametric Spatial Modeling towards the Mode Tao Wang* and Weixin Yao	Supp	doi:10.5705/ss.202024.0339 [Final Version]
Robust Mean Signal Estimation and Inference for Imaging Data Yang Long, Guanqun Cao, David Kepplinger and Lily Wang*	Supp	doi:10.5705/ss.202024.0402 [Final Version]
Inference of Community Numbers in Partial Networks Xiyue Zhu, Xiao Han and Qing Yang*	Supp	doi:10.5705/ss.202024.0305 [Final Version]
Online-Forgetting Process for Debiased-Lasso Using Summary Statistics Xiao Guo, Xu Zhang and Hai Zhang*	Supp	doi:10.5705/ss.202024.0335 [Final Version]
Regularized Estimation of High-Dimensional Matrix-Variate Autoregressive Models Hangjin Jiang, Baining Shen, Yuzhou Li and Zhaoxing Gao*	Supp	doi:10.5705/ss.202024.0341 [Final Version]
Doubly Robust Estimation of Optimal Individual Treatment Regime in A Semi-supervised Framework Xintong Li, Mengjiao Peng* and Yong Zhou	Supp	doi:10.5705/ss.202025.0168 [Final Version]
Uncertainty Quantification for Large-Scale Deep Neural Networks via Post-StoNet Modeling Yan Sun and Faming Liang*	Supp	doi:10.5705/ss.202024.0294 [Final Version]
Intrinsic Functional Sliced Inverse Regression on Riemannian Manifolds and Wasserstein Spaces Xinyu Li and Jianjun Xu*	Supp	doi:10.5705/ss.202024.0349 [Final Version]
Estimation and Model Selection Procedures in Generalized Functional Partially Additive Hybrid Model with Diverging Number of Covariates Yanxia Liu, Zhihao Wang, Yu Zhen, Wolfgang K. Härdle and Maozai Tian*	Supp	doi:10.5705/ss.202024.0358 [Author Version]
Hybrid Denoising-screening for High-dimensional Contaminated Data Liming Wang, Peng Lai, Chen Xu and Xingxiang Li*	Supp	doi:10.5705/ss.202024.0248 [Final Version]
Asymptotic Theory for Linear Functionals of Kernel Ridge Regression Rui Tuo* and Lu Zou	Supp	doi:10.5705/ss.202024.0256 [Author Version]
Sliced Orthogonal Designs for Computer Experiments Omar A. Alhelali, S.D. Georgiou* and S. Stylianou		doi:10.5705/ss.202024.0379 [Final Version]
GROS: A General Robust Aggregation Strategy Alejandro Cholaquidis, Emilien Joly and Leonardo Moreno*	Supp	doi:10.5705/ss.202024.0414 [Author Version]
Classification Uncertainty Quantification: A Comparison Between Bootstrap and Conformal ROC Confidence Bands Zheshi Zheng, Bo Yang and Peter Song*	Supp	doi:10.5705/ss.202025.0127 [Author Version]
Estimating Shapley Effects in Big-Data Emulation and Regression Settings using Bayesian Additive Regression Trees Akira Horiguchi* and Matthew T. Pratola	Supp	doi:10.5705/ss.202024.0318 [Final Version]
Robust Control Experiments for Multivariate Tests with Covariates and Network Information Shaohua Xu and Yongdao Zhou*	Supp	doi:10.5705/ss.202025.0157 [Final Version]
Volume 38, Number 1, January 2028
Semiparametric Efficient Estimation of Quantile Regression Zhanfeng Wang, Kani Chen*, Yuanyuan Lin and Zhiliang Ying	Supp	doi:10.5705/ss.202024.0378 [Author Version]
Multilayer Network Regression with Eigenvector Centrality and Community Structure Zhuoye Han, Tiandong Wang* and Zhiliang Ying	Supp	doi:10.5705/ss.202025.0101 [Final Version]
On Robust Clustering of Event Stream Data Yuecheng Zhang, Guanhua Fang* and Wen Yu	Supp	doi:10.5705/ss.202024.0336 [Final Version]
Assumption-Lean Quantile Regression Georgi Baklicharov*, Christophe Ley, Vanessa Gorasso, Brecht Devleesschauwer and Stijn Vansteelandt	Supp	doi:10.5705/ss.202025.0034 [Final Version]
Optimal Robust Sequential Tests of Circular Nonconforming Probability Qunzhi Xu* and Yajun Mei	Supp	doi:10.5705/ss.202024.0334 [Author Version]
Gaussian Variational Approximation with Composite Likelihood for Crossed Random Effect Models Libai Xu*, Nancy Reid and Dehan Kong	Supp	doi:10.5705/ss.202024.0346 [Final Version]
Mirror-Symmetric Orthogonal Latin Hypercubes with Attractive Space-Filling Properties Chunyan Wang and Min-Qian Liu*	Supp	doi:10.5705/ss.202025.0049 [Final Version]
Semiparametric Principal Stratification Analysis Beyond Monotonicity Jiaqi Tong, Brennan Kahan, Michael O. Harhay and Fan Li*	Supp	doi:10.5705/ss.202025.0066 [Final Version]
Quantile Index Regression Yingying Zhang, Qianqian Zhu*, Yuefeng Si and Guodong Li	Supp	doi:10.5705/ss.202025.0069 [Final Version]
D-Optimal Designs for Ordinal Response Experiments Huiping Dang, Jun Yu and Fasheng Sun*	Supp	doi:10.5705/ss.202025.0075 [Author Version]
Communication-Efficient Estimation of Regularized Smoothed Support Tensor Machine Zihao Song, Lei Wang, Riquan Zhang and Weihua Zhao*	Supp	doi:10.5705/ss.202025.0109 [Author Version]
Conditional Quantile-based Variable Screening with FDR Control in Joint Factor Models Han Pan, Wei Xiong and Mingyao Ai*	Supp	doi:10.5705/ss.202025.0167 [Author Version]
Nonconvex Penalised Regression and Post-Selection Least Squares Estimation under High Dimensions: a Local Asymptotic Perspective Xiaoya Xu* and Stephen M. S. Lee	Supp	doi:10.5705/ss.202024.0412 [Author Version]
Robust Jackknife Model Averaging Kang You, Miaomiao Wang and Guohua Zou*	Supp	doi:10.5705/ss.202025.0057 [Author Version]
Random Weighting Approximation of M-estimators with Increasing Dimensions of Parameter Ruixing Ming, Chengyao Yu, Min Xiao and Zhanfeng Wang*	Supp	doi:10.5705/ss.202025.0132 [Author Version]
High-Dimensional Log Contrast Models with Measurement Errors Wenxi Tan, Lingzhou Xue*, Songshan Yang and Xiang Zhan	Supp	doi:10.5705/ss.202025.0223 [Author Version]
Linear Shrinkage Convexification of Penalized Linear Regression with Missing Data Seongoh Park, Seongjin Lee, Nguyen Thi Hai Yen, Nguyen Phuoc Long and Johan Lim*	Supp	doi:10.5705/ss.202025.0303 [Author Version]
Matrix Autoregressive Model with Vector Time Series Covariates for Spatiotemporal Data Hu Sun, Zuofeng Shang and Yang Chen*	Supp	doi:10.5705/ss.202025.0029 [Author Version]
Distributed Algorithms for High-Dimensional Statistical Inference and Structure Learning with Heterogeneous Data Hongru Zhao* and Xiaotong Shen	Supp	doi:10.5705/ss.202025.0087 [Author Version]
Estimation of Piecewise Continuous Regression Function in Finite Dimension using Oblique-axis Regression Tree with Applications in Image Denoising Subhasish Basak, Anik Roy and Partha Sarathi Mukherjee*	Supp	doi:10.5705/ss.202025.0120 [Author Version]
Inference for A Two-Step Joint Model of Extreme Quantile and Expected Shortfall Regression Qingzhao Zhong, Jingyu Ji*, Liujun Chen, Yanxi Hou and Deyuan Li	Supp	doi:10.5705/ss.202025.0187 [Author Version]
Volume 38, Number 2, April 2028
Adaptive Estimation for High-Dimensional Quantile Regression with Misspecification and Nonresponse Wei Xiong, Dianliang Deng, Wanying Zhang and Dehui Wang*	Supp	doi:10.5705/ss.202024.0351 [Author Version]
Minimax Rates of Convergence for Nonparametric Regression Under Adversarial Attacks Jingfu Peng and Yuhong Yang*	Supp	doi:10.5705/ss.202024.0298 [Author Version]
Estimation and Inference of Change Points in Functional Regression Time Series Shivam Kumar, Haotian Xu*, Haeran Cho and Daren Wang	Supp	doi:10.5705/ss.202024.0234 [Author Version]
Estimation and Inference for Density-convoluted Support Vector Machine with Streaming Data Haochen Rao, Xu Guo, Heng Lian and Haobo Qi*	Supp	doi:10.5705/ss.202025.0083 [Author Version]
Variable Selection and Minimax Prediction in High-dimensional Functional Linear Models Xingche Guo, Yehua Li* and Tailen Hsing	Supp	doi:10.5705/ss.202025.0151 [Author Version]
Subgroup Testing in Change-Plane Models and Its Applications to Medical Data Xu Liu, Jian Huang, Yong Zhou, Feipeng Zhang and Panpan Ren*	Supp	doi:10.5705/ss.202025.0155 [Author Version]
A Maximin Optimal Approach for Sampling Designs in Two-phase Studies Ruoyu Wang, Qihua Wang* and Wang Miao	Supp	doi:10.5705/ss.202024.0359 [Author Version]
Construction of (nearly) Orthogonal Symmetric Latin Hypercube Designs Maria Boufi, Kashinath Chatterjee, Christos Koukouvinos, Min-Qian Liu* and Liuqing Yang		doi:10.5705/ss.202024.0312 [Author Version]
Two Sample Tests for Bivariate Heteroscedastic Extremes with a Changing Tail Copula Yifan Hu and Yanxi Hou*	Supp	doi:10.5705/ss.202025.0252 [Author Version]
Spectral Clustering for Functional Data with Asymptotic Properties Yang Ren, Jinguan Lin, Peijun Sang and Jiangyan Wang*	Supp	doi:10.5705/ss.202025.0153 [Author Version]
Inference for High-dimensional Model Averaging Estimators Lise Léonard, Eugen Pircalabelu* and Rainer von Sachs	Supp	doi:10.5705/ss.202025.0211 [Author Version]
Grade of Membership Analysis for Multi-Layer Ordinal Categorical Data Huan Qing*	Supp	doi:10.5705/ss.202024.0276 [Author Version]
Estimation of Conditional Extremiles in Reproducing Kernel Hilbert Spaces with Application to Large Commercial Banks Data Fang Chen and Caixing Wang*	Supp	doi:10.5705/ss.202025.0294 [Author Version]
High-Dimensional-Responses-Assisted Heterogeneous Nodal Influence Analysis Dongxue Zhang, Wei Lan, Danyang Huang* and Huazhen Lin	Supp	doi:10.5705/ss.202024.0283 [Author Version]
Model-free Multivariate Change Point Detection and Localization with Statistical Guarantee Xin Xing, Zuofeng Shang, Hongyu Miao and Pang Du*	Supp	doi:10.5705/ss.202024.0320 [Author Version]
On a Flexible Generalized Model Averaging Forecasting of Nonlinear Time Series Rong Peng, Zudi Lu* and Fangsheng Ge	Supp	doi:10.5705/ss.202024.0371 [Author Version]
Distributed Focused Information Criterion and Focused Frequentist Model Averaging for Massive Data Yifan Zhang, Xiaolin Chen* and Yuzhan Xing	Supp	doi:10.5705/ss.202025.0060 [Author Version]
A Conditionally Studentized Test for High-dimensional Parametric Regression via Sample Splitting Feng Liang, Chuhan Wang, Jiaqi Huang* and Lixing Zhu	Supp	doi:10.5705/ss.202025.0183 [Author Version]
Efficient Decoding from Heterogeneous 1-Bit Compressive Measurements over Networks Canyi Chen, Zhengtian Zhu and Liping Zhu*	Supp	doi:10.5705/ss.202024.0329 [Author Version]
Efficient Estimation of Average Treatment Effects with Unmeasured Confounding and Proxies Chunrong Ai and Jiawei Shan*	Supp	doi:10.5705/ss.202025.0104 [Author Version]
Volume 38, Number 3, July 2028
Integrating External Summary Information via James-Stein Shrinkage Peisong Han*, Haoyue Li and Jeremy M. G. Taylor	Supp	doi:10.5705/ss.202025.0225 [Author Version]