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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*
doi:10.5705/ss.202023.0067
Principal Sub-manifolds
Zhigang Yao*, Benjamin Eltzner and Tung Pham
doi:10.5705/ss.202021.0163
Testing for the Equality of Distributions in High Dimension
Xu Li, Gongming Shi and Baoxue Zhang*
doi:10.5705/ss.202023.0299
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
doi:10.5705/ss.202023.0274
Intrinsic Minimum Average Variance Estimation for Dimension Reduction with Symmetric Positive Definite Matrices and Beyond
Baiyu Chen, Shuang Dai and Zhou Yu*
doi:10.5705/ss.202023.0268
Two Kernel-based Feature Screening Procedures for High-dimensional Response Data
Yuke Shi, Na Li, Qizhai Li, Dongdong Pan and Jinjuan Wang*
doi:10.5705/ss.202023.0290
Bayesian Statistics by Arithmetic Operations of Conjugate Distributions
Hang Qian*
doi:10.5705/ss.202024.0052
Identifiability and Estimation of Causal Effects with Non-Gaussianity and Auxiliary Covariates
Kang Shuai, Shanshan Luo, Yue Zhang, Feng Xie and Yangbo He*
doi:10.5705/ss.202023.0315
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
Optimal Averaging Estimation for Density Functions
Peng Lin, Jun Liao, Zudi Lu, Kang You and Guohua Zou*
doi:10.5705/ss.202022.0410
Asymptotic Results for Penalized Quasi-Likelihood Estimation in Generalized Linear Mixed Models
Xu Ning*, Francis Hui and Alan Welsh
doi:10.5705/ss.202023.0343
Global Group Testing and Screening with Dynamic Effects
Ying Cui and Limin Peng*
doi:10.5705/ss.202023.0285
Testing for Variance Changes under Varying Mean and Serial Correlation
Cheuk Wai Leung and Kin Wai Chan*
doi:10.5705/ss.202023.0238
VALISE: A Robust Vertex Hunting Algorithm
Dieyi Chen, Tracy Ke and Shuyi Zhang*
doi:10.5705/ss.202023.0159
Identifying Causal Effects Using Instrumental Variables from the Auxiliary Dataset
Kang Shuai, Shanshan Luo*, Wei Li and Yangbo He
doi:10.5705/ss.202024.0006
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
Balanced Subsampling for Big Data with Categorical Predictors
Lin Wang*
doi:10.5705/ss.202023.0434
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*
doi:10.5705/ss.202023.0357
Powerful Spatial Multiple Testing via Borrowing Neighboring Information
Linsui Deng, Kejun He* and Xianyang Zhang
doi:10.5705/ss.202024.0152
Bayesian Optimization with Pareto-Principled Training for Economical Hyperparameter Optimization
Yang Yang, Ke Deng* and Yu Zhu
doi:10.5705/ss.202023.0310
Optimal Model Averaging for Imbalanced Classification
Ze Chen, Jun Liao, Wangli Xu and Yuhong Yang*
doi:10.5705/ss.202024.0012
On Doubly Robust Estimation with Nonignorable Missing Data Using Instrumental Variables
Baoluo Sun*, Wang Miao and Deshanee S. Wickramarachchi
doi:10.5705/ss.202023.0383
Inference on Large-scale Generalized Functional Linear Model
Kaijie Xue and Riquan Zhang*
doi:10.5705/ss.202023.0356
Functional Linear Models with Latent Factors111
Zixuan Han, Tao Li, Jinhong You and Jiguo Cao*
doi:10.5705/ss.202024.0028

High Dimensional Learning and Inference

Simultaneous Change Point Detection and Identification for High-Dimensional Linear Models
Bin Liu, Xinsheng Zhang and Yufeng Liu*
doi:10.5705/ss.202023.0212