Volume 31 Number 3, July 2021

Statistica Sinica

Volume 31, Number 3, July 2021

Corresponding author*
GENERAL
	Parameter redundancy and the existence of maximum likelihood estimates in log-linear models Serveh Sharifi Far*, Michail Papathomas and Ruth King	Supp	doi:10.5705/ss.202018.0110 1125
	Unifying and generalizing methods for removing unwanted variation based on negative controls David Gerard* and Matthew Stephens	Supp	doi:10.5705/ss.202018.0345 1145
	Smooth density spatial quantile regression Halley Brantley*, Montserrat Fuentes, Joseph Guiness and Eben Thoma	Supp	doi:10.5705/ss.202019.0002 1167
	On simultaneous calibration of two-sample t-tests for high-dimension low-sample-size data Chunming Zhang*, Shengji Jia and Yongfeng Wu	Supp	doi:10.5705/ss.202018.0467 1189
	Likelihood ratio test in multivariate linear regression: From low to high dimension Yinqiu He, Tiefeng Jiang, Jiyang Wen and Gongjun Xu*	Supp	doi:10.5705/ss.202019.0056 1215
	Feature screening for network autoregression model Danyang Huang, Xuening Zhu*, Runze Li and Hansheng Wang	Supp	doi:10.5705/ss.202018.0400 1239
	Quantile estimation of regression models with GARCH-X errors Qianqian Zhu, Guodong Li and Zhijie Xiao*	Supp	doi:10.5705/ss.202019.0003 1261
	Doubly robust regression analysis for data fusion Katherine Evans, BaoLuo Sun, James Robins and Eric J. Tchetgen Tchetgen*	Supp	doi:10.5705/ss.202018.0334 1285
	Hypothesis testing for the covariance matrix in high-dimensional transposable data with kronecker product dependence structure Anestis Touloumis*, John C. Marioni and Simon Tavarè	Supp	doi:10.5705/ss.202018.0268 1309
	Functional additive quantile regression Yingying Zhang, Heng Lian*, Guodong Li and Zhongyi Zhu	Supp	doi:10.5705/ss.202018.0499 1331
	A sequential significance test for treatment by covariate interactions Min Qian*, Bibhas Chakraborty, Raju Maiti and Ying Kuen Cheung	Supp	doi:10.5705/ss.202018.0451 1353
	A nonparametric test for stationarity in functional time series Anne van Delft, Vaidotas Characiejus and Holger Dette*	Supp	doi:10.5705/ss.202018.0320 1375
	Sparse deep neural networks using L_1,∞-weight normalization Ming Wen, Yixi Xu*, Yunling Zheng, Zhouwang Yang and Xiao Wang	Supp	doi:10.5705/ss.202018.0468 1397
	Risk-predictive probabilities and dynamic nonparametric conditional quantile models for longitudinal analysis Seonjin Kim, Hyunkeun Ryan Cho* and Colin Wu		doi:10.5705/ss.202019.0127 1415
	Efficient and positive semidefinite pre-averaging realized covariance estimator Liang-Ching Lin*, Ying Chen, Guangming Pan and Vladimir Spokoiny	Supp	doi:10.5705/ss.202017.0489 1441
	Multivariate spline estimation and inference for image-on-scalar regression Shan Yu, Guannan Wang, Li Wang* and Lijian Yang	Supp	doi:10.5705/ss.202019.0188 1463
	A projection-based consistent test incorporating dimension-reduction in partially linear models Zhihua Sun, Feifei Chen, Hua Liang* and David Ruppert	Supp	doi:10.5705/ss.202019.0238 1489
	Joint Bayesian variable and DAG selection consistency for high-dimensional regression models with network-structured covariates Xuan Cao and Kyoungjae Lee*	Supp	doi:10.5705/ss.202019.0202 1509
	Efficient and robust estimation of τ-year risk prediction models leveraging time varying intermediate outcomes Yu Zheng, Tian Lu and Tianxi Cai*	Supp	doi:10.5705/ss.202019.0066 1531
	Penalized interaction estimation for ultrahigh dimensional quadratic regression Cheng Wang, Binyan Jiang and Liping Zhu*	Supp	doi:10.5705/ss.202019.0081 1549
	Simultaneous estimation of normal means with side information Sihai Dave Zhao*	Supp	doi:10.5705/ss.202019.0075 1571
	Design based incomplete U-statistics Xiangshun Kong and Wei Zheng*	Supp	doi:10.5705/ss.202019.0098 1593
	A Bayesian semi-parametric mixture model for bivariate extreme value analysis with application to precipitation forecasting Yuan Tian and Brian J. Reich*	Supp	doi:10.5705/ss.202018.0420 1619
	Optimal designs for series estimation in nonparametric regression with correlated data Kirsten Schorning, Maria Konstantinou and Holger Dette*	Supp	doi:10.5705/ss.202018.0497 1643