Future Papers

This publication schedule is subject to change.

High-dimensional Statistics

Regularized Estimation in High-Dimensional Vector Auto-Regressive Models Using Spatio-Temporal Information
Zhenzhong Wang, Abolfazl Safikhani, Zhengyuan Zhu* and David S. Matteson
doi:10.5705/ss.202020.0056
Globally Adaptive Longitudinal Quantile Regression With High Dimensional Compositional Covariates
Huijuan Ma, Qi Zheng, Zhumin Zhang, Huichuan Lai and Limin Peng*
doi:10.5705/ss.202021.0006
Hybrid Hard-Soft Screening for High-dimensional Latent Class Analysis
Wei Dong, Xingxiang Li, Chen Xu and Niansheng Tang*
doi:10.5705/ss.202021.0061
High-Dimensional Alpha Test of the Linear Factor Pricing Models With Heavy-Tailed Distributions
Long Feng, Binghui Liu* and Yanyuan Ma
doi:10.5705/ss.202021.0134
Ensemble Subset Regression (ENSURE): Efficient High-dimensional Prediction
Rong Zhu, Hua Liang* and David Ruppert
doi:10.5705/ss.202021.0187
Statistical Inference for High-Dimensional Vector Autoregression with Measurement Error
Xiang Lyu, Jian Kang and Lexin Li*
doi:10.5705/ss.202021.0151
Rates of Bootstrap Approximation for Eigenvalues in High-Dimensional PCA
Junwen Yao and Miles Lopes*
doi:10.5705/ss.202021.0158
Score Tests With Incomplete Covariates and High-Dimensional Auxiliary Variables
Kin Yau Wong* and Jiahui Feng
doi:10.5705/ss.202021.0253
Deep Learning for Marginal Bayesian Posterior Inference with Recurrent Neural Networks
Thayer Fisher*, Alex Luedtke, Marco Carone and Noah Simon
doi:10.5705/ss.202020.0348
Integrative Analysis for High-Dimensional Stratified Models
Jian Huang, Yuling Jiao, Wei Wang, Xiaodong Yan* and Liping Zhu
doi:10.5705/ss.202021.0276
Robust Shape Matrix Estimation for High-Dimensional Compositional Data with Application to Microbial Inter-Taxa Analysis
Danning Li, Arun Srinivasan, Lingzhou Xue* and Xiang Zhan
doi:10.5705/ss.202021.0147
Collective Anomaly Detection in High-Dimensional Var Models
Hyeyoung Maeng*, Idris A. Eckley and Paul Fearnhead
doi:10.5705/ss.202021.0181
A Bayesian Framework for Sparse Estimation in High-Dimensional Mixed Frequency Vector Autoregressive Models
Nilanjana Chakraborty, Kshitij Khare and George Michailidis*
doi:10.5705/ss.202021.0206
Detecting Abrupt Changes in High-Dimensional Self-Exciting Poisson Processes
Daren Wang, Yi Yu* and Rebecca Willett
doi:10.5705/ss.202021.0221
Adaptive Tests for Bandedness of High-dimensional Covariance Matrices
Xiaoyi Wang, Gongjun Xu and Shurong Zheng*
doi:10.5705/ss.202020.0514
Greedy Variable Selection for High-Dimensional Cox Models
Chien-Tong Lin, Yu-Jen Cheng* and Ching-Kang Ing
doi:10.5705/ss.202021.0265
A Unified Framework for Change Point Detection in High-Dimensional Linear Models
Yue Bai and Abolfazl Safikhani*
doi:10.5705/ss.202021.0309
A Universal Test on Spikes in a High-Dimensional Generalized Spiked Model and Its Applications
Dandan Jiang*
doi:10.5705/ss.202021.0346
Distributed Sparse Composite Quantile Regression in Ultrahigh Dimensions
Canyi Chen, Yuwen Gu, Hui Zou and Liping Zhu*
doi:10.5705/ss.202022.0095
Uncertainty Quanti fication in Dynamic Image Reconstruction with Applications to Cryo-EM
Tze Leung Lai, Shao-Hsuan Wang, Szu-Chi Chung, Wei-hau Chang and I-Ping Tu*
doi:10.5705/ss.202021.0419
Heavy-Tailed Distribution for Combining Dependent P-Values With Asymptotic Robustness
Yusi Fang, Chung Chang*, Yongseok Park and George C. Tseng
doi:10.5705/ss.202022.0046

 

Volume 33,  Number 2, April  2023

A Sequential Probability Ratio Test for Sparse Gaussian Mixtures
Wenhua Jiang* and Cun-Hui Zhang
doi:10.5705/ss.202019.0218

 

Volume 33,  Number 3, July  2023

Large Sample Properties of Matching for Balance
Yixin Wang and José Zubizarreta*
doi:10.5705/ss.202020.0343
A New Model-Free Feature Screening Procedure for Ultrahigh-Dimensional Interval-Censored Failure Time Data
Jing Zhang, Mingyue Du, Yanyan Liu* and Jianguo Sun
doi:10.5705/ss.202020.0174
Large-Scale Inference of Multivariate Regression for Heavy-Tailed and Asymmetric Data
Youngseok Song, Wen Zhou* and Wen-Xin Zhou
doi:10.5705/ss.202021.0003
Model Checking for Parametric Ordinary Differential Equations Systems
Ran Liu, Yun Fang and Lixing Zhu*
doi:10.5705/ss.202020.0429
Testing for Threshold Effects in the TARMA Framework
Greta Goracci, Simone Giannerini*, Kung-Sik Chan and Howell Tong
doi:10.5705/ss.202021.0120
On Ordering Problems: A Statistical Approach
Jianbin Chen, Xiaoxue Han, Dennis K.J. Lin, Liuqing Yang and Yongdao Zhou*
doi:10.5705/ss.202021.0160
Doubly Coupled Designs for Computer Experiments With Both Qualitative and Quantitative Factors
Feng Yang, Devon Lin, Yongdao Zhou* and Yuanzhen He
doi:10.5705/ss.202020.0317
Statistical Analysis of Quantum Annealing
Yazhen Wang, Shang Wu* and Hongzhi Liu
doi:10.5705/ss.202021.0228
Power Laws Distributions in Objective Priors
Pedro Ramos*, Francisco A. Rodrigues, Eduardo Ramos, Dipak K. Dey and Francisco Louzada
doi:10.5705/ss.202020.0521
Principal Components Analysis for Right Censored Data
Benjamin Langworthy*, Jianwen Cai, Robert W. Corty, Michael R. Kosorok and Jason P. Fine
doi:10.5705/ss.202021.0087
Change-Point Tests for the Tail Parameter of Long Memory Stochastic Volatility Time Series
Annika Betken, Davide Giraudo* and Rafal Kulik
doi:10.5705/ss.202020.0265
Subsampling and Jackknifing: A Practically Convenient Solution for Large Data Analysis With Limited Computational Resources
Shuyuan Wu, Xuening Zhu* and Hansheng Wang
doi:10.5705/ss.202021.0257
Bootstrap Adjustment to Minimum p-Value Method for Predictive Classification
Na Li, Yanglei Song, Devon Lin and Dongsheng Tu*
doi:10.5705/ss.202021.0268
Functional Finite Mixture Regression Models
Xiao Wang, Yufeng Liu and Hongtu Zhu*
doi:10.5705/ss.202021.0183
Weighted Rank Estimation for Random-Effects Monotonic Index Models With Panel Count Data
Tianqing Liu*, Xiaohui Yuan and Jianguo Sun
doi:10.5705/ss.202020.0359
Structured Ultrahigh Dimensional Multiple-Index Models With Efficient Estimation in Computation and Theory
Huazhen Lin, Shuangxue Zhao, Li Liu* and Wenyang Zhang
doi:10.5705/ss.202021.0009
Propensity Score Weighting Analysis of Survival Outcomes Using Pseudo-Observations
Shuxi Zeng, Fan Li, Liangyuan Hu and Fan Li*
doi:10.5705/ss.202021.0175
Reference Priors for the Generalized Extreme Value Distribution
Likun Zhang* and Benjamin A. Shaby
doi:10.5705/ss.202021.0258
Distributed Empirical Likelihood Approach to Integrating Unbalanced Datasets
Ling Zhou, Xichen She and Peter X.-K. Song*
doi:10.5705/ss.202020.0330

 

Volume 33,  Number 4, October  2023

Semiparametric Maximum Likelihood Estimation With Two-Phase Stratified Case-Control Sampling
Yaqi Cao, Lu Chen, Ying Yang and Jinbo Chen*
doi:10.5705/ss.202021.0214
Partially Functional Linear Quantile Regression With Measurement Errors
Mengli Zhang, Lan Xue*, Carmen D. Tekwe, Yang Bai and Annie Qu
doi:10.5705/ss.202021.0246
Identifying Latent Groups in Spatial Panel Data Using a Markov Random Field Constrained Product Partition Model
Tianyu Pan, Guanyu Hu and Weining Shen*
doi:10.5705/ss.202021.0247
A Simultaneous Likelihood Test for Joint Mediation Effects of Multiple Mediators
Wei Hao and Peter X.-K. Song*
doi:10.5705/ss.202021.0032
BOLT-SSI: A Statistical Approach to Screening Interaction Effects for Ultra-High Dimensional Data
Min Zhou, Mingwei Dai*, Yuan Yao, Jin Liu, Can Yang and Heng Peng
doi:10.5705/ss.202020.0498
Use of Random Integration to Test Equality of High Dimensional Covariance Matrices
Yunlu Jiang, Canhong Wen, Yukang Jiang, Xueqin Wang and Heping Zhang*
doi:10.5705/ss.202020.0486
The Binary Expansion Randomized Ensemble Test
Duyeol Lee, Kai Zhang and Michael R. Kosorok*
doi:10.5705/ss.202021.0100
Bayesian Predictive Inference Without a Prior
Patrizia Berti, Emanuela Dreassi, Fabrizio Leisen, Luca Pratelli and Pietro Rigo*
doi:10.5705/ss.202021.0238
Regression Analysis of Spatially Correlated Event Durations With Missing Origins Annotated by Longitudinal Measures
Yi Xiong, W. John Braun, Thierry Duchesne and X. Joan Hu*
doi:10.5705/ss.202021.0118
Simplex-based Multinomial Logistic Regression with Diverging Numbers of Categories and Covariates
Sheng Fu, Piao Chen*, Yufeng Liu and Zhisheng Ye
doi:10.5705/ss.202021.0082
Defining And Estimating Principal Stratum Specific Natural Mediation Effects With Semi-competing Risks Data
Fei Gao*, Fan Xia and Kwun Chuen Gary Chan
doi:10.5705/ss.202021.0167
Statistical Inference for Functional Time Series: Autocovariance Function
Chen Zhong and Lijian Yang*
doi:10.5705/ss.202021.0121
Regression with Set-Valued Categorical Predictors
Ganghua Wang, Jie Ding and Yuhong Yang*
doi:10.5705/ss.202021.0332
Identifiability of Hierarchical Latent Attribute Models
Yuqi Gu and Gongjun Xu*
doi:10.5705/ss.202021.0350
Spatial-temporal Model with Heterogeneous Random Effects
Xingdong Feng, Wenyu Li and Qianqian Zhu*
doi:10.5705/ss.202021.0280
Semiparametric Causal Mediation Analysis with Unmeasured Mediator-Outcome Confounding
BaoLuo Sun* and Ting Ye
doi:10.5705/ss.202021.0354
Functional Response Quantile Regression Model
Xingcai Zhou, Dehan Kong, A. B. Kashlak, Linglong Kong*, R. Karunamuni and Hongtu Zhu
doi:10.5705/ss.202021.0138
A Bayesian Subset Specific Approach to Joint Selection of Multiple Graphical Models
Peyman Jalali, Kshitij Khare and George Michailidis*
doi:10.5705/ss.202021.0245
Impact Analysis for Spatial Autoregressive Models: With Application to Air Pollution in China
Hsuan-Yu Chang and Jihai Yu*
doi:10.5705/ss.202021.0119
Lévy Adaptive B-spline Regression via Overcomplete Systems
Sewon Park*, Hee-Seok Oh and Jaeyong Lee
doi:10.5705/ss.202021.0288
On Construction of Optimal Exact Confidence Intervals
Weizhen Wang*
doi:10.5705/ss.202021.0322

Sequential Monte Carlo

An Iterated Block Particle Filter for Inference on Coupled Dynamic Systems With Shared and Unit-Specific Parameters
Edward Ionides*, Ning Ning and Jesse Wheeler
doi:10.5705/ss.202022.0188

 

Volume 34,  Number 1, January  2024

Nonparametric Estimation and Testing for Panel Count Data with Informative Terminal Event
Xiangbin Hu, Li Liu, Ying Zhang and Xingqiu Zhao*
doi:10.5705/ss.202021.0213
Measuring, Testing, and Identifying Heterogeneity of Large Parallel Datasets
Liuhua Peng, Guanghui Wang and Changliang Zou*
doi:10.5705/ss.202021.0285
Factor-augmented Model for Functional Data
Yuan Gao, Han Lin Shang and Yanrong Yang*
doi:10.5705/ss.202021.0223
Selection of Proposal Distributions for Multiple Importance Sampling
Vivekananda Roy* and Evangelos Evangelou
doi:10.5705/ss.202021.0049
Fast Construction of Optimal Composite Likelihoods
Zhendong Huang* and Davide Ferrari
doi:10.5705/ss.202021.0235
Generalized Odds Rate Frailty Models for Current Status Data with Informative Censoring
Yang Xu, Shishun Zhao, Tao Hu* and Jianguo Sun
doi:10.5705/ss.202021.0411
A Spectral-Based Framework for Hypothesis Testing in Populations of Networks
Li Chen, Nathaniel Josephs*, Lizhen Lin, Jie Zhou and Eric D. Kolaczyk
doi:10.5705/ss.202021.0306
Outlier-Resistant Estimators for Average Treatment Effect in Causal Inference
Kazuharu Harada* and Hironori Fujisawa
doi:10.5705/ss.202021.0254
Threshold Estimation in Proportional Mean Residual Life Model
Bing Wang and Xinyuan Song*
doi:10.5705/ss.202022.0017
Parsimonious Tensor Discriminant Analysis
Ning Wang, Wenjing Wang and Xin Zhang*
doi:10.5705/ss.202020.0496
Test for Informative Cluster Size with Right Censored Survival Data
Alessandra Meddis* and Aurélien Latouche
doi:10.5705/ss.202021.0349
Group Testing Regression Analysis with Missing Data and Imperfect Tests
Aurore Delaigle and Ruoxu Tan*
doi:10.5705/ss.202021.0382
A Pairwise Hotelling Method for Testing High-Dimensional Mean Vectors
Zongliang Hu, Tiejun Tong* and Marc G. Genton
doi:10.5705/ss.202021.0369
Shape Constrained Kernel PDF and PMF Estimation
Pang Du, Christopher F. Parmeter and Jeffrey S. Racine*
doi:10.5705/ss.202021.0112
DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction
Wanfang Chen, Yuxiao Li, Brian J Reich and Ying Sun*
doi:10.5705/ss.202021.0277
Drift Estimation of the Threshold Ornstein-Uhlenbeck Process From Continuous and Discrete Observations
Sara Mazzonetto and Paolo Pigato*
doi:10.5705/ss.202021.0275
Test for Zero Mean of Errors In An ARMA-GGARCH Model After Using A Median Inference
Yaolan Ma, Mo Zhou, Liang Peng and Rongmao Zhang*
doi:10.5705/ss.202022.0013
Adaptive Randomization via Mahalanobis Distance
Yichen Qin, Yang Li, Wei Ma, Haoyu Yang and Feifang Hu*
doi:10.5705/ss.202020.0440
Learning Non-monotone Optimal Individualized Treatment Regimes
Trinetri Ghosh*, Yanyuan Ma, Wensheng Zhu and Yuanjia Wang
doi:10.5705/ss.202021.0339
Designs for Order-of-Addition Screening Experiments
Zack Stokes and Hongquan Xu*
doi:10.5705/ss.202021.0410
A Zero-imputation Approach in Recommendation Systems with Data Missing Heterogeneously
Jiashen Lu* and Kehui Chen
doi:10.5705/ss.202021.0429
A Note on Information Bias and Efficiency of Composite Likelihood
Libai Xu, Nancy Reid and Ximing Xu*
doi:10.5705/ss.202022.0167

 

Volume 34,  Number 2, April  2024

Unbiased Boosting Estimation for Censored Survival Data
Li-Pang Chen and Grace Yi*
doi:10.5705/ss.202021.0050
Model-Assisted Inference for Covariate-Specific Treatment Effects with High-dimensional Data
Peng Wu, Zhiqiang Tan, Wenjie Hu and Xiao-Hua Zhou*
doi:10.5705/ss.202022.0089
Community Detection in Censored Hypergraph
Mingao Yuan*, Bin Zhao and Xiaofeng Zhao
doi:10.5705/ss.202021.0392
Multi-response Regression for Block-missing Multi-modal Data without Imputation
Haodong Wang, Quefeng Li and Yufeng Liu*
doi:10.5705/ss.202021.0170
On the Efficiency of Composite Likelihood Estimation for Gaussian Spatial Processes
Nelson J. Y. Chua*, Francis K. C. Hui and A. H. Welsh
doi:10.5705/ss.202020.0311
Measures of Uncertainty for Shrinkage Model Selection
Yuanyuan Li and Jiming Jiang*
doi:10.5705/ss.202021.0281
Nonparametric Tests of Independence for Circular Data Based on Trigonometric Moments
Eduardo García-Portugués*, Pierre Lafaye de Micheaux, Simos G. Meintanis and Thomas Verdebout
doi:10.5705/ss.202021.0416
Synthesis of Order-of-Addition Models
Robert W. Mee*
doi:10.5705/ss.202022.0003
A Systematic View of Information-Based Optimal Subdata Selection: Algorithm Development, Performance Evaluation, and Application in Financial Data
Li He, William Li*, Difan Song and Min Yang
doi:10.5705/ss.202022.0019
Balanced Donor Imputation Handling Swiss Cheese Nonresponse
Esther Eustache*, Audrey-Anne Vallée and Yves Tillé
doi:10.5705/ss.202021.0331
Inference for Projection-Based Wasserstein Distances on Finite Spaces
Ryo Okano and Masaaki Imaizumi*
doi:10.5705/ss.202022.0070
Spatial Autoregressive Models with Generalized Spatial Disturbances
Kuangnan Fang, Wei Lan*, Dan Pu and Qingzhao Zhang
doi:10.5705/ss.202021.0377
Quasi-maximum Likelihood Inference for Linear Double Autoregressive Models
Hua Liu, Songhua Tan and Qianqian Zhu*
doi:10.5705/ss.202022.0049
Inference on Large-scale Partially Functional Linear Model with Heterogeneous Errors
Kaijie Xue and Fang Yao*
doi:10.5705/ss.202022.0077
A Unified Approach to Focused Information Criterion and Plug-In Averaging Method
Xinyu Zhang and Chu-An Liu*
doi:10.5705/ss.202021.0266
Propensity Score Regression for Causal Inference With Treatment Heterogeneity
Peng Wu*, Shasha Han, Xingwei Tong and Runze Li
doi:10.5705/ss.202022.0008
Pseudo-Bayesian Approach for Quantile Regression Inference: Adaptation to Sparsity
Yuanzhi Li* and Xuming He
doi:10.5705/ss.202021.0338
Simultaneous Functional Quantile Regression
Boyi Hu, Xixi Hu, Hua Liu, Jinhong You and Jiguo Cao*
doi:10.5705/ss.202021.0248
Test of the Latent Dimension of a Spatial Blind Source Separation Model
Christoph Muehlmann, Francois Bachoc, Klaus Nordhausen and Mengxi Yi*
doi:10.5705/ss.202021.0326
Functional Threshold Autoregressive Model
Yuanbo Li, Kun Chen*, Xunze Zheng and Chun-Yip Yau
doi:10.5705/ss.202022.0096
Dynamic Copula-Based Nonparametric Estimation of Rank-Tracking Probabilities With Longitudinal Data
Xiaoyu Zhang, Mixia Wu* and Colin O. Wu
doi:10.5705/ss.202021.0422

 

Volume 34,  Number 3, July  2024

A Perturbation Subsampling for Large Scale Data
Yujing Yao and Zhezhen Jin*
doi:10.5705/ss.202022.0020
Statistical Inference for Mean Function of Longitudinal Imaging Data over Complicated Domains
Qirui Hu and Jie Li*
doi:10.5705/ss.202021.0415
A Unified Framework for Tuning Hyperparameters in Clustering Problems
Xinjie Fan, Y. X. Rachel Wang*, Purnamrita Sarkar and Yuguang Yue
doi:10.5705/ss.202021.0427
On Estimation of the Logarithm of the Mean Squared Prediction Error of A Mixed-effect Predictor
Jianling Wang, Thuan Nguyen, Yihui Luan and Jiming Jiang*
doi:10.5705/ss.202022.0043
Sharp Bounds for Variance of Treatment Effect Estimators in the Presence of Covariates
Ruoyu Wang, Qihua Wang*, Wang Miao and Xiaohua Zhou
doi:10.5705/ss.202021.0351
Statistical Inference for Genetic Relatedness Based on High-Dimensional Logistic Regression
Rong Ma, Zijian Guo, T. Tony Cai and Hongzhe Li*
doi:10.5705/ss.202021.0386
Bayesian Consistency with the Supremum Metric
Nhat Ho and Stephen G. Walker*
doi:10.5705/ss.202022.0062
Robust Optimization and Inference on Manifolds
Lizhen Lin*, Drew Lazar, Bayan Saparbayeva and David Dunson
doi:10.5705/ss.202022.0149
Asymptotic Behavior of the Maximum Likelihood Estimator for General Markov Switching Models
Cheng-Der Fuh and Tianxiao Pang*
doi:10.5705/ss.202021.0336
An Integer Programming Algorithm for Constructing Maximin Distance Designs From Good Lattice Point Sets
Alan R. Vazquez* and Hongquan Xu
doi:10.5705/ss.202021.0362
Response Variable Selection in Multivariate Linear Regression
Kshitij Khare and Zhihua Su*
doi:10.5705/ss.202022.0127
Nonlinear Dimension Reduction for Functional Data With Application to Clustering
Ruoxu Tan*, Yiming Zang and Guosheng Yin
doi:10.5705/ss.202021.0393
Testing for Threshold Regulation in Presence of Measurement Error
Kung-Sik Chan*, Simone Giannerini, Greta Goracci and Howell Tong
doi:10.5705/ss.202022.0125
Joint Modeling of Change-Point Identification and Dependent Dynamic Community Detection
Diqing Li, Yubai Yuan, Xinsheng Zhang and Annie Qu*
doi:10.5705/ss.202021.0182
Identification of Partial-Differential-Equations-Based Models from Noisy Data with Splines
Yujie Zhao*, Xiaoming Huo and Yajun Mei
doi:10.5705/ss.202022.0061
Scalable Estimation for High Velocity Survival Data Able to Accommodate Addition of Covariates
Ying Sheng, Yifei Sun, Charles E. McCulloch and Chiung-Yu Huang*
doi:10.5705/ss.202022.0028
On Combining Individual-Level Data With Summary Data in Statistical Inferences
Lu Deng, Sheng Fu, Jing Qin and Kai Yu*
doi:10.5705/ss.202022.0228
Robust Estimation of Covariance Matrices: Adversarial Contamination and Beyond
Stanislav Minsker* and Lang Wang
doi:10.5705/ss.202021.0388
Optimal Classification for Functional Data
Shuoyang Wang, Zuofeng Shang, Guanqun Cao* and Jun S. Liu
doi:10.5705/ss.202022.0057
An Rkhs Approach for Pivotal Inference in Functional Linear Regression
Holger Dette* and Jiajun Tang
doi:10.5705/ss.202022.0086

 

Volume 34,  Number 4, October  2024

Grouped Network Poisson Autoregressive Model
Yuxin Tao, Dong Li and Xiaoyue Niu*
doi:10.5705/ss.202022.0040
A Unified Inference Framework for Multiple Imputation Using Martingales
Qian Guan and Shu Yang*
doi:10.5705/ss.202021.0404
Robust Rank Canonical Correlation Analysis for Multivariate Survival Data
Di He, Yong Zhou and Hui Zou*
doi:10.5705/ss.202022.0069