Volume 36, No. 3, July 2026

Statistica Sinica

corresponding author* contributed equally^#
General
	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 1043
	Principal Sub-Manifolds Zhigang Yao, Benjamin Eltzner and Tung Pham*	Supp	doi:10.5705/ss.202021.0163 1069
	Testing for the Equality of Distributions in High Dimension Xu Li, Gongming Shi and Baoxue Zhang*	Supp	doi:10.5705/ss.202023.0299 1091
	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 1113
	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 1133
	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 1155
	Bayesian Statistics by Arithmetic Operations of Conjugate Distributions Hang Qian*		doi:10.5705/ss.202024.0052 1175
	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 1193
	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 1213
	Optimal Averaging Estimation for Density Functions Peng Lin^#, Jun Liao^#, Zudi Lu, Kang You and Guohua Zou*	Supp	doi:10.5705/ss.202022.0410 1235
	Asymptotic Results for Penalized Quasi-Likelihood Estimation in Generalized Linear Mixed Models Xu Ning, Francis K.C. Hui and A.H. Welsh*	Supp	doi:10.5705/ss.202023.0343 1257
	Global Group Testing and Screening With Dynamic Effects Ying Cui and Limin Peng*	Supp	doi:10.5705/ss.202023.0285 1279
	Testing for Variance Changes Under Varying Mean and Serial Correlation Cheuk Wai Dominic Leung and Kin Wai Chan*	Supp	doi:10.5705/ss.202023.0238 1301
	VALISE: A Robust Vertex Hunting Algorithm Dieyi Chen, Zheng Tracy Ke and Shuyi Zhang*	Supp	doi:10.5705/ss.202023.0159 1323
	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 1347
	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 1367
	Balanced Subsampling for Big Data With Categorical Predictors Lin Wang*	Supp	doi:10.5705/ss.202023.0434 1389
	Powerful Spatial Multiple Testing via Borrowing Neighboring Information Linsui Deng, Kejun He* and Xianyang Zhang*	Supp	doi:10.5705/ss.202024.0152 1407
	Complete Consecutive Order-Pairing Design and Its Distance-Based Linear Model: Design Construction and Analysis for Order-of-Addition Experiments Jing-Wen Huang and Frederick Kin Hing Phoa*	Supp	doi:10.5705/ss.202023.0357 1435
	Bayesian Optimization With Pareto-Principled Training for Economical Hyperparameter Optimization Yang Yang, Ke Deng* and Yu Zhu*	Supp	doi:10.5705/ss.202023.0310 1455
	Optimal Model Averaging for Imbalanced Classification Ze Chen, Jun Liao, Wangli Xu and Yuhong Yang*	Supp	doi:10.5705/ss.202024.0012 1479
	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 1499
	Inference on Large-scale Generalized Functional Linear Model Kaijie Xue and Riquan Zhang*	Supp	doi:10.5705/ss.202023.0356 1521
	Functional Linear Models With Latent Factors Zixuan Han, Tao Li, Jinhong You and Jiguo Cao*	Supp	doi:10.5705/ss.202024.0028 1541