Volume 35 Number 3, July 2025

Statistica Sinica

Volume 35, Number 3, July 2025

corresponding author* contributed equally^#
General
	Optimal Designs for Functional Principal and Empirical Component Scores Ming-Hung Kao and Ping-Han Huang*	Supp	doi:10.5705/ss.202023.0051 1231
	A Homogeneous Likelihood Ratio Measure for Hidden Jump-Sets in Generalized Spatial Regression Pei-Sheng Lin, Jun Zhu and Katherine J. Curtis*	Supp	doi:10.5705/ss.202022.0221 1255
	Small Area Estimation Using EBLUPs Under the Nested Error Regression Model Ziyang Lyu and A.H. Welsh*	Supp	doi:10.5705/ss.202023.0045 1277
	An Extreme-Value Test for Structural Breaks in Spatial Trends Chenyu Han, Ngai Hang Chan and Chun Yip Yau*	Supp	doi:10.5705/ss.202022.0029 1301
	Rank Based Tests for High Dimensional White Noise Dachuan Chen^#, Fengyi Song^# and Long Feng*	Supp	doi:10.5705/ss.202022.0382 1323
	Empirical Likelihood Using External Summary Information Lyu Ni, Jun Shao, Jinyi Wang and Lei Wang*		doi:10.5705/ss.202023.0056 1349
	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 1369
	Mode-Based Classifier: A Robust and Flexible Discriminant Analysis for High-Dimensional Data Wei Xiong, Wolfgang Karl Hardle, Jianrong Wang, Keming Yu and Maozai Tian*	Supp	doi:10.5705/ss.202023.0014 1391
	Statistical Inference for Heavy-Tailed and Partially Nonstationary Vector ARMA Models Feifei Guo and Shiqing Ling*	Supp	doi:10.5705/ss.202022.0121 1423
	Statistical Inference for Mean Functions of Complex 3D Objects Yueying Wang, Guannan Wang, Brandon Klinedinst, Auriel Willette and Lily Wang*	Supp	doi:10.5705/ss.202023.0071 1451
	Constrained D-Optimal Design for Paid Research Study Yifei Huang, Liping Tong and Jie Yang*	Supp	doi:10.5705/ss.202022.0414 1479
	Asymptotic Analysis of Mis-Classified Linear Mixed Models Haiqiang Ma and Jiming Jiang*	Supp	doi:10.5705/ss.202023.0082 1499
	Multivariate Calibrations With Auxiliary Information Pei Feng Tong, Song Xi Chen and Cheng Yong Tang*	Supp	doi:10.5705/ss.202023.0151 1519
	On Block Cholesky Decomposition for Sparse Inverse Covariance Estimation Xiaoning Kang, Jiayi Lian and Xinwei Deng*	Supp	doi:10.5705/ss.202023.0065 1537
	Asymptotic Behaviour of the Modified Likelihood Root Yanbo Tang and Nancy Reid*		doi:10.5705/ss.202022.0016 1559
	An Unbiased Predictor for Skewed Response Variable With Measurement Error in Covariate Sepideh Mosaferi, Malay Ghosh and Shonosuke Sugasawa*	Supp	doi:10.5705/ss.202023.0098 1583
	Leverage Classifier: Another Look at Support Vector Machine Yixin Han, Jun Yu, Nan Zhang, Cheng Meng, Ping Ma, Wenxuan Zhong and Changliang Zou*	Supp	doi:10.5705/ss.202023.0124 1605
	Subsampling Based Community Detection for Large Networks Sayan Chakrabarty, Srijan Sengupta and Yuguo Chen*	Supp	doi:10.5705/ss.202022.0108 1627
	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 1649
	Efficient Estimation and Inference for the Signed β-Model in Directed Signed Networks Haoran Zhang and Junhui Wang*	Supp	doi:10.5705/ss.202022.0236 1671
	Optimal Subsampling for Multinomial Logistic Models With Big Data Zhiqiang Ye, Jun Yu and Mingyao Ai*	Supp	doi:10.5705/ss.202022.0277 1689
	High-Dimensional Subgroup Regression Analysis Fei Jiang, Tian Lu, Jian Kang and Lexin Li*	Supp	doi:10.5705/ss.202023.0075 1713
	On the Estimation of High-Dimensional Integrated Covariance Matrix Based on High-Frequency Data With Multiple Transactions Moming Wang, Jianhua Hu, Ningning Xia and Yong Zhou*	Supp	doi:10.5705/ss.202022.0259 1737