Latest Articles - Statistica Sinica

Latest Articles

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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^*	Supp	doi:10.5705/ss.202023.0067
Principal Sub-manifolds Zhigang Yao^*, Benjamin Eltzner and Tung Pham	Supp	doi:10.5705/ss.202021.0163
Testing for the Equality of Distributions in High Dimension Xu Li, Gongming Shi and Baoxue Zhang^*	Supp	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	Supp	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^*	Supp	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^*	Supp	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^*	Supp	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^*	Supp	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	Supp	doi:10.5705/ss.202023.0343
Global Group Testing and Screening with Dynamic Effects Ying Cui and Limin Peng^*	Supp	doi:10.5705/ss.202023.0285
Testing for Variance Changes under Varying Mean and Serial Correlation Cheuk Wai Leung and Kin Wai Chan^*	Supp	doi:10.5705/ss.202023.0238
VALISE: A Robust Vertex Hunting Algorithm Dieyi Chen, Tracy Ke and Shuyi Zhang^*	Supp	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	Supp	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^*	Supp	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^*	Supp	doi:10.5705/ss.202023.0357
Powerful Spatial Multiple Testing via Borrowing Neighboring Information Linsui Deng, Kejun He^* and Xianyang Zhang	Supp	doi:10.5705/ss.202024.0152
Bayesian Optimization with Pareto-Principled Training for Economical Hyperparameter Optimization Yang Yang, Ke Deng^* and Yu Zhu	Supp	doi:10.5705/ss.202023.0310
Optimal Model Averaging for Imbalanced Classification Ze Chen, Jun Liao, Wangli Xu and Yuhong Yang^*	Supp	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	Supp	doi:10.5705/ss.202023.0383
Inference on Large-scale Generalized Functional Linear Model Kaijie Xue and Riquan Zhang^*	Supp	doi:10.5705/ss.202023.0356
Functional Linear Models with Latent Factors Zixuan Han, Tao Li, Jinhong You and Jiguo Cao^*	Supp	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^*	Supp	doi:10.5705/ss.202023.0212
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
Testing for High-Dimensional White Noise Long Feng, Binghui Liu^* and Yanyuan Ma	Supp	doi:10.5705/ss.202023.0300
Sparse Factor Model for High Dimensional Time Series Xiaoran Wu, Baojun Dou and Rongmao Zhang^*	Supp	doi:10.5705/ss.202023.0219
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
Convoluted Support Matrix Machine in High Dimensions Bingzhen Chen and Canyi Chen^*	Supp	doi:10.5705/ss.202024.0194
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
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
Volume 36, Number 4, October 2026
Leveraging Local Distributions in Mendelian Randomization: Uncertain Opinions are Invalid Ziya Xu and Sai Li^*	Supp	doi:10.5705/ss.202023.0344
Two-level Isomorphic Foldovers Designs Chunyan Wang^* and Dennis K. J. Lin	Supp	doi:10.5705/ss.202023.0401
Reproducible Learning in Large-Scale Multiple Graphical Models Jia Zhou^*, Guangming Pan, Zeming Zheng and Changchun Tan	Supp	doi:10.5705/ss.202023.0099
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
A Robust Framework for Graph-Based Two-Sample Tests Using Weights Yichuan Bai^* and Lynna Chu	Supp	doi:10.5705/ss.202023.0408
Localizing Multivariate CAViaR Xiu Xu, Yegor Klochkov, Li Chen^* and Wolfgang Karl Härdle	Supp	doi:10.5705/ss.202022.0397
Kernel Mode-Based Regression under Random Truncation Tao Wang^* and Weixin Yao	Supp	doi:10.5705/ss.202023.0288
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
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
Statistical Inference for Local Granger Causality Yan Liu^*, Masanobu Taniguchi and Hernando Ombao	Supp	doi:10.5705/ss.202023.0317
Multiscale Autoregression on Adaptively Detected Timescales Rafal Baranowski, Yining Chen^* and Piotr Fryzlewicz	Supp	doi:10.5705/ss.202023.0017
Sufficient Dimension Reduction for Classification Xin Chen, Jingjing Wu, Zhigang Yao and Jia Zhang^*	Supp	doi:10.5705/ss.202023.0143
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
Likelihood-free Gibbs Sequential Monte Carlo Sampling Weixuan Zhu, Wei Li and Weining Shen^*		doi:10.5705/ss.202023.0332
An Automatic MDDM-Based Test for Martingale Difference Hypothesis Chenglong Zhong and Guochang Wang^*	Supp	doi:10.5705/ss.202024.0035
The Population and Personalized Areas Under the Receiving Operating Characteristic Curve Haben Michael^* and Lu Tian		doi:10.5705/ss.202024.0100
Inference for Delay Differential Equations Using Manifold-Constrained Gaussian Processes Yuxuan Zhao and Samuel W.K. Wong^*	Supp	doi:10.5705/ss.202024.0213
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
A Semiparametric Quantile Single-Index Model for Zero-Inflated Outcomes Zirui Wang and Tianying Wang^*	Supp	doi:10.5705/ss.202024.0104
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
Functional Joint Models for Imaging Genetic Data Qingzhi Zhong, Xinyuan Song and Hongtu Zhu^*	Supp	doi:10.5705/ss.202023.0152
Win Ratio for Partially Ordered Data Lu Mao^*	Supp	doi:10.5705/ss.202023.0321