Volume 32 Number 1, January 2022

Statistica Sinica

Volume 32, Number 1, January 2022

Corresponding author*
GENERAL
	Community Detection in Sparse Networks Using the Symmetrized Laplacian Inverse Matrix (SLIM) Bingyi Jing, Ting Li, Ningchen Ying and Xianshi Yu*	Supp	doi:10.5705/ss.202020.0094 1
	Regularized Projection Score Estimation of Treatment Effects in High-Dimensional Quantile Regression Chao Cheng, Xingdong Feng, Jian Huang and Xu Liu*	Supp	doi:10.5705/ss.202019.0247 23
	Spectral Distribution of the Sample Covariance of High-Dimensional Time Series With Unit Roots Alexei Onatski and Chen Wang*	Supp	doi:10.5705/ss.202019.0046 43
	Quantile Martingale Difference Divergence for Dimension Reduction Chung Eun Lee and Haileab Hilafu*	Supp	doi:10.5705/ss.202020.0006 65
	A Permutation Test for Two-Sample Means and Signal Identification of High-dimensional Data Efang Kong, Lengyang Wang, Yingcun Xia and Jin Liu*	Supp	doi:10.5705/ss.202019.0425 89
	Consistent Screening Procedures in High-Dimensional Binary Classification Hangjin Jiang, Xingqiu Zhao, Ronald C.W. Ma and Xiaodan Fan*	Supp	doi:10.5705/ss.202020.0088 109
	Bayesian Estimation of Gaussian Conditional Random Fields Lingrui Gan, Naveen Narisetty and Feng Liang*	Supp	doi:10.5705/ss.202020.0118 131
	On Stratified Density Ratio Models Moming Li and Guoqing Diao*	Supp	doi:10.5705/ss.202019.0412 153
	Correction: Derivative Principal Components for Representing the Time Dynamics of Longitudinal and Functional Data Xiongtao Dai, Hans-Georg Muller and Wenwen Tao*		doi:10.5705/ss.202020.0203 179
	Elastic-Net Regularized High-Dimensional Negative Binomial Regression: Consistency and Weak Signal Detection Huiming Zhang and Jinzhu Jia*	Supp	doi:10.5705/ss.202019.0315 181
	Some First Results on the Consistency of Spatial Regression With Partial Differential Equation Regularization Eleonora Arnone, Alois Kneip, Fabio Nobile and Laura M. Sangalli*		doi:10.5705/ss.202019.0346 209
	Relationship Between Orthogonal and Baseline Parameterizations and Its Applications to Design Constructions Cheng-Yu Sun and Boxin Tang*		doi:10.5705/ss.202020.0032 239
	A Unified Framework for Minimum Aberration Ming-Chung Chang	Supp	doi:10.5705/ss.202019.0416 251
	Full-Semiparametric-Likelihood-Based Inference for Non-Ignorable Missing Data Yukun Liu, Pengfei Li and Jing Qin*	Supp	doi:10.5705/ss.202019.0243 271
	Hypothesis Testing for Network Data With Power Enhancement Yin Xia and Lexin Li*	Supp	doi:10.5705/ss.202019.0361 293
	CLT for U-statistics With Growing Dimension Cyrus DiCiccio and Joseph Romano*		doi:10.5705/ss.202020.0048 323
	Nonparametric Covariance Estimation for Mixed Longitudinal Studies, With Applications in Midlife Women's Health Anru Zhang and Kehui Chen*	Supp	doi:10.5705/ss.202019.0219 345
	A New Nonparametric Extension of ANOVA via Projection Mean Variance Measure Jicai Liu, Yuefeng Si, Wenchao Xu and Riquan Zhang*	Supp	doi:10.5705/ss.202020.0236 367
	Graph-Based Two-Sample Tests for Data With Repeated Observations Jingru Zhang and Hao Chen*	Supp	doi:10.5705/ss.202019.0116 391
	Power Analysis of Projection-Pursuit Independence Tests Kai Xu and Liping Zhu*	Supp	doi:10.5705/ss.202019.0457 417
	Sample Empirical Likelihood and the Design-Based Oracle Variable Selection Theory Puying Zhao, David Haziza and Changbao Wu*	Supp	doi:10.5705/ss.202019.0058 435
	Sparse Composite Quantile Regression with Ultrahigh-Dimensional Heterogeneous Data Lianqiang Qu, Meiling Hao and Liuquan Sun*	Supp	doi:10.5705/ss.202020.0115 459
	An Approximate Bayesian Approach to Model-Assisted Survey Estimation With Many Auxiliary Variables Shonosuke Sugasawa and Jae Kwang Kim*	Supp	doi:10.5705/ss.202019.0239 477
	Dimension Reduction via Adaptive Slicing Tao Wang*	Supp	doi:10.5705/ss.202019.0102 499
	Bayesian Inference on Multivariate Medians and Quantiles Indrabati Bhattacharya and Subhashis Ghosal*	Supp	doi:10.5705/ss.202020.0108 517