Statistica Sinica

Volume 31,  Number 4, October 2021 

Corresponding author*
GENERAL
	Semiparametric inference of causal effect with nonignorable missing confounder Zhaohan Sun and Lan Liu*	Supp	doi:10.5705/ss.202018.0466 1669
	Construction of uniform designs and complex-structured uniform designs via partitionable t-designs Hengzhen Huang, Huangsheng Yu, Min-Qian Liu and Dianhua Wu*		doi:10.5705/ss.202019.0173 1689
	A kernel regression model for panel count data with time-varying coefficients Yang Wang and Zhangsheng Yu*	Supp	doi:10.5705/ss.202019.0220 1707
	Network influence analysis Tao Zou, Ronghua Luo, Wei Lan* and Chih-Ling Tsai	Supp	doi:10.5705/ss.202019.0242 1727
	On sure screening with multiple responses Di He, Yong Zhou and Hui Zou*		doi:10.5705/ss.202018.0462 1749
	A unified theory for robust Bayesian prediction under a general class of regret loss functions Nader Nematollahi*, Mohammad Jafari Jozani and Razieh Jafaraghaie	Supp	doi:10.5705/ss.202018.0063 1779
	Exchangeable Markov multi-state survival processes Walter Dempsey*	Supp	doi:10.5705/ss.202018.0403 1807
	New wavelet sure thresholds of elliptical distributions under the balance loss Hamid Karamikabir and Mahmoud Afshari*		doi:10.5705/ss.202019.0339 1829
	A robust and nonparametric two-sample test in high dimensions Tao Qiu, Wangli Xu and Liping Zhu*	Supp	doi:10.5705/ss.202019.0170 1853
	Randomized response sampling with applications to tracking drugs for better life Shu-Ching Su, Veronica I. Salinas, Monique L. Zamora, Stephen A. Sedory and Sarjinder Singh*	Supp	doi:10.5705/ss.202016.0177 1871
	Sparseness, consistency and model selection for Markov regime-switching Gaussian autoregressive models Abbas Khalili* and David A. Stephens	Supp	doi:10.5705/ss.202019.0190 1891
	Nonparametric density estimation for intentionally corrupted functional data Aurore Delaigle and Alexander Meister*	Supp	doi:10.5705/ss.202018.0484 1915
	Partitioned approach for high-dimensional confidence intervals with large split sizes Zemin Zheng, Jiarui Zhang*, Yang Li and Yaohua Wu	Supp	doi:10.5705/ss.202018.0379 1935
	Total-effect test is superfluous for establishing complementary mediation Yingkai Jiang, Xinshu Zhao, Lixing Zhu, Jun S. Liu and Ke Deng*	Supp	doi:10.5705/ss.202019.0150 1961
	Remi: Regression with marginal information and its application in genomewide association studies Jian Huang, Yuling Jiao, Jin Liu* and Can Yang	Supp	doi:10.5705/ss.202019.0182 1985
	Matrix completion under low-rank missing mechanism Xiaojun Mao, Raymond K. W. Wong and Song Xi Chen*	Supp	doi:10.5705/ss.202019.0196 2005
	Directed networks with a differentially private bi-degree sequence Ting Yan*	Supp	doi:10.5705/ss.202019.0215 2031
	Bayesian inference in high-dimensional linear models using an empirical correlation-adaptive prior Chang Liu, Yue Yang, Howard Bondell*, and Ryan Martin	Supp	doi:10.5705/ss.202019.0133 2051
	Consistent fixed-effects selection in ultrahigh-dimensional linear mixed models with error-covariate endogeneity Abhik Ghosh* and Magne Thoresen	Supp	doi:10.5705/ss.202019.0421 2073
	Optimal model averaging based on generalized method of moments Xinyu Zhang*	Supp	doi:10.5705/ss.202019.0230 2103
	Efficient kernel-based variable selection with sparsistency Xin He, Junhui Wang* and Shaogao Lv	Supp	doi:10.5705/ss.202019.0401 2123
	A new principle for tuning-free Huber regression Lili Wang, Chao Zheng, Wen Zhou* and Wen-Xin Zhou	Supp	doi:10.5705/ss.202019.0045 2153
	Testing the linear mean and constant variance conditions in sufficient dimension reduction Tingyou Zhou, Yuexiao Dong and Liping Zhu*	Supp	doi:10.5705/ss.202019.0095 2179
	Sufficient cause interactions for categorical and ordinal outcomes Jaffer M. Zaidi* and Tyler J. VanderWeele	Supp	doi:10.5705/ss.202019.0207 2195
Volume 31, Special Online Issue, 2021
Corresponding author*
IN HONOR OF PROFESSOR TZE LEUNG LAI
	Foreword: Recent advances in statistical science and its applications Yi-Ching Yao and Zhiliang Ying		2213
	Negative moment bounds for stochastic regression models with deterministic trends and their applications to prediction problems Chien-Ming Chi, Ching-Kang Ing* and Shu-Hui Yu		doi:10.5705/ss.202020.0399 2215
	Hybrid resampling confidence intervals for change-point or stationary high-dimensional stochastic regression models Wei Dai and Ka Wai Tsang*	Supp	doi:10.5705/ss.202020.0439 2239
	Multivariate hysteretic autoregressive models Ruey S. Tsay*		doi:10.5705/ss.202020.0411 2257
	Multi-armed bandits with covariates: Theory and applications Dong Woo Kim, Tze Leung Lai and Huanzhong Xu*	Supp	doi:10.5705/ss.202020.0454 2275
	Bandit theory: Applications to learning healthcare systems and clinical trials Michael Sklar*, Mei-Chiung Shih and Philip Lavori		doi:10.5705/ss.202020.0431 2289
	Identifiability of bifactor models Guanhua Fang, Jinxin Guo, Xin Xu, Zhiliang Ying and Susu Zhang*	Supp	doi:10.5705/ss.202020.0386 2309
	Sharpening the rosenbaum sensitivity bounds to address concerns about interactions between observed and unobserved covariates Siyu Heng and Dylan S. Small*		doi:10.5705/ss.202020.0395 2331
	Quantification of model bias underlying the phenomenon of ''Einstein from noise'' Shao-Hsuan Wang, Yi-Ching Yao, Wei-Hau Chang and I-Ping Tu*	Supp	doi:10.5705/ss.202020.0334 2355
	A statistical approach to adaptive parameter tuning in nature-inspired optimization and optimal sequential design of dose-finding trials Kwok Pui Choi*, Tze Leung Lai, Xin Tong and Weng Kee Wong	Supp	doi:10.5705/ss.202020.0412 2381