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Journal of the American Statistical Association
Journal Prestige (SJR): 3.746

Citation Impact (citeScore): 2
Number of Followers: 74

Full-text available via subscription

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ISSN (Print) 0162-1459 - ISSN (Online) 1537-274X
Published by American Statistical Association

[5 journals]

The Potential of Factor Analysis for Replication, Generalization, and
Integration
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  Authors: Paul De Boeck, Michael L. DeKay, Menglin Xu
  Pages: 1622 - 1626
  Abstract: Volume 117, Issue 540, December 2022, Page 1622-1626
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-03T08:56:21Z
  DOI: 10.1080/01621459.2022.2096618
  Issue No: Vol. 117, No. 540 (2023)
Modeling and Learning From Variation and Covariation
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  Authors: Blakeley B. McShane, Ulf Böckenholt, Karsten T. Hansen
  Pages: 1627 - 1630
  Abstract: Volume 117, Issue 540, December 2022, Page 1627-1630
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-03T08:58:42Z
  DOI: 10.1080/01621459.2022.2117703
  Issue No: Vol. 117, No. 540 (2023)
Semiparametric Regression with R
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  Authors: Zixiao Wang, Yi Feng, Lin Liu
  Pages: 2283 - 2287
  Abstract: Volume 117, Issue 540, December 2022, Page 2283-2287
  .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-03T08:56:35Z
  DOI: 10.1080/01621459.2022.2139707
  Issue No: Vol. 117, No. 540 (2023)
Partially Linear Additive Regression with a General Hilbertian Response
Open Access Article
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  Authors: Sungho Cho, Jeong Min Jeon, Dongwoo Kim, Kyusang Yu, Byeong U. Park
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-20T07:31:04Z
  DOI: 10.1080/01621459.2022.2149407
Assessing the Most Vulnerable Subgroup to Type II Diabetes Associated with
Statin Usage: Evidence from Electronic Health Record Data
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  Authors: Xinzhou Guo, Waverly Wei, Molei Liu, Tianxi Cai, Chong Wu, Jingshen Wang
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-20T07:31:03Z
  DOI: 10.1080/01621459.2022.2157727
Crime in Philadelphia: Bayesian Clustering with Particle Optimization
Open Access Article
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  Authors: Cecilia Balocchi, Sameer K. Deshpande, Edward I. George, Shane T. Jensen
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-18T06:52:41Z
  DOI: 10.1080/01621459.2022.2156348
A Flexible Zero-Inflated Poisson-Gamma Model with Application to
Microbiome Sequence Count Data
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  Authors: Roulan Jiang, Xiang Zhan, Tianying Wang
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-17T02:36:26Z
  DOI: 10.1080/01621459.2022.2151447
Adaptive Algorithm for Multi-Armed Bandit Problem with High-Dimensional
Covariates
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  Authors: Wei Qian, Ching-Kang Ing, Ji Liu
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-11T07:58:50Z
  DOI: 10.1080/01621459.2022.2152343
Proximal Learning for Individualized Treatment Regimes Under Unmeasured
Confounding
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  Authors: Zhengling Qi, Rui Miao, Xiaoke Zhang
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-11T07:54:39Z
  DOI: 10.1080/01621459.2022.2147841
Finite-dimensional Discrete Random Structures and Bayesian Clustering
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  Authors: Antonio Lijoi, Igor Prünster, Tommaso Rigon
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-11T07:54:38Z
  DOI: 10.1080/01621459.2022.2149406
Simultaneous Decorrelation of Matrix Time Series
Open Access Article
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  Authors: Yuefeng Han, Rong Chen, Cun-Hui Zhang, Qiwei Yao
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-11T07:54:38Z
  DOI: 10.1080/01621459.2022.2151448
A Random Projection Approach to Hypothesis Tests in High-Dimensional
Single-Index Models
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  Authors: Changyu Liu, Xingqiu Zhao, Jian Huang
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-11T07:54:38Z
  DOI: 10.1080/01621459.2022.2156350
Feature Screening for Interval-Valued Response with Application to Study
Association between Posted Salary and Required Skills
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  Authors: Wei Zhong, Chen Qian, Wanjun Liu, Liping Zhu, Runze Li
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-11T07:50:22Z
  DOI: 10.1080/01621459.2022.2152342
Robust Inference and Modeling of Mean and Dispersion for Generalized
Linear Models
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  Authors: Jolien Ponnet, Pieter Segaert, Stefan Van Aelst, Tim Verdonck
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-11T07:42:35Z
  DOI: 10.1080/01621459.2022.2140054
Fair Policy Targeting
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  Authors: Davide Viviano, Jelena Bradic
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-10T06:57:24Z
  DOI: 10.1080/01621459.2022.2142591
Valid Model-Free Spatial Prediction
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  Authors: Huiying Mao, Ryan Martin, Brian J. Reich
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2023-01-05T02:14:46Z
  DOI: 10.1080/01621459.2022.2147531
Projection Test for Mean Vector in High Dimensions
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  Authors: Wanjun Liu, Xiufan Yu, Wei Zhong, Runze Li
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-12T04:12:39Z
  DOI: 10.1080/01621459.2022.2142592
Optimal Design of Experiments on Riemannian Manifolds
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  Authors: Hang Li, Enrique Del Castillo
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-12T04:12:17Z
  DOI: 10.1080/01621459.2022.2146587
Causal Inference for Social Network Data
Open Access Article
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  Authors: Elizabeth L. Ogburn, Oleg Sofrygin, Iván Díaz, Mark J. van der Laan
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-12T04:10:12Z
  DOI: 10.1080/01621459.2022.2131557
Two-Way Truncated Linear Regression Models with Extremely Thresholding
Penalization
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  Authors: Hao Yang Teng, Zhengjun Zhang
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-12T04:05:41Z
  DOI: 10.1080/01621459.2022.2147074
Matching on Generalized Propensity Scores with Continuous Exposures
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  Authors: Xiao Wu, Fabrizia Mealli, Marianthi-Anna Kioumourtzoglou, Francesca Dominici, Danielle Braun
  Pages: 1 - 29
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-12T03:57:23Z
  DOI: 10.1080/01621459.2022.2144737
Nonparametric Two-Sample Tests of High Dimensional Mean Vectors via Random
Integration
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  Authors: Yunlu Jiang, Xueqin Wang, Canhong Wen, Yukang Jiang, Heping Zhang
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-12T03:54:25Z
  DOI: 10.1080/01621459.2022.2141636
Stochastic Convergence Rates and Applications of Adaptive Quadrature in
Bayesian Inference
Open Access Article
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  Authors: Blair Bilodeau, Alex Stringer, Yanbo Tang
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-12T03:51:39Z
  DOI: 10.1080/01621459.2022.2141635
Learning Coefficient Heterogeneity over Networks: A Distributed
Spanning-Tree-Based Fused-Lasso Regression
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  Authors: Xin Zhang, Jia Liu, Zhengyuan Zhu
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-12T03:49:33Z
  DOI: 10.1080/01621459.2022.2126363
Robust High-Dimensional Regression with Coefficient Thresholding and Its
Application to Imaging Data Analysis
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  Authors: Bingyuan Liu, Qi Zhang, Lingzhou Xue, Peter X.-K. Song, Jian Kang
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-12-08T02:49:15Z
  DOI: 10.1080/01621459.2022.2142590
Modeling Point Referenced Spatial Count Data: A Poisson Process Approach
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  Authors: Diego Morales-Navarrete, Moreno Bevilacqua, Christian Caamaño-Carrillo, Luis M. Castro
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-29T03:49:19Z
  DOI: 10.1080/01621459.2022.2140053
Statistical Learning for Individualized Asset Allocation
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  Authors: Yi Ding, Yingying Li, Rui Song
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-29T03:47:20Z
  DOI: 10.1080/01621459.2022.2139265
Bayesian Spatial Blind Source Separation via the Thresholded Gaussian
Process
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  Authors: Ben Wu, Ying Guo, Jian Kang
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-28T03:16:55Z
  DOI: 10.1080/01621459.2022.2123336
Multi-Task Learning with High-Dimensional Noisy Images
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  Authors: Xin Ma, Suprateek Kundu
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-17T03:23:23Z
  DOI: 10.1080/01621459.2022.2140052
Anomaly Detection for a Large Number of Streams: A Permutation-Based
Higher Criticism Approach
Open Access Article
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  Authors: Ivo V. Stoepker, Rui M. Castro, Ery Arias-Castro, Edwin van den Heuvel
  Pages: 1 - 25
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-16T05:10:53Z
  DOI: 10.1080/01621459.2022.2126361
Sampling: Design and Analysis, 3rd ed.
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  Authors: S. Lynne Stokes
  Pages: 1 - 2
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-16T05:09:53Z
  DOI: 10.1080/01621459.2022.2139708
Bootstrapping Extreme Value Estimators
Open Access Article
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  Authors: Laurens de Haan, Chen Zhou
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-15T10:15:29Z
  DOI: 10.1080/01621459.2022.2120400
Estimating Optimal Infinite Horizon Dynamic Treatment Regimes via
pT-Learning
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  Authors: Wenzhuo Zhou, Ruoqing Zhu, Annie Qu
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-14T06:13:01Z
  DOI: 10.1080/01621459.2022.2138760
High-Dimensional Portfolio Selection with Cardinality Constraints
Open Access Article
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  Authors: Jin-Hong Du, Yifeng Guo, Xueqin Wang
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-14T06:10:48Z
  DOI: 10.1080/01621459.2022.2133718
A Mass-Shifting Phenomenon of Truncated Multivariate Normal Priors
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  Authors: Shuang Zhou, Pallavi Ray, Debdeep Pati, Anirban Bhattacharya
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-12T01:50:18Z
  DOI: 10.1080/01621459.2022.2129059
Ultra-High Dimensional Quantile Regression for Longitudinal Data: An
Application to Blood Pressure Analysis
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  Authors: Tianhai Zu, Heng Lian, Brittany Green, Yan Yu
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-11T09:11:17Z
  DOI: 10.1080/01621459.2022.2128806
Distribution of Distances based Object Matching: Asymptotic Inference
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  Authors: Christoph Alexander Weitkamp, Katharina Proksch, Carla Tameling, Axel Munk
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-08T03:42:41Z
  DOI: 10.1080/01621459.2022.2127360
Estimating the Spectral Density at Frequencies Near Zero
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  Authors: Tucker McElroy, Dimitris N. Politis
  Pages: 1 - 29
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-08T03:37:05Z
  DOI: 10.1080/01621459.2022.2133719
Inference in Heavy-Tailed Nonstationary Multivariate Time Series
Open Access Article
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  Authors: Matteo Barigozzi, Giuseppe Cavaliere, Lorenzo Trapani
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-04T07:50:24Z
  DOI: 10.1080/01621459.2022.2128807
Fisher-Pitman Permutation Tests Based on Nonparametric Poisson Mixtures
with Application to Single Cell Genomics
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  Authors: Zhen Miao, Weihao Kong, Ramya Korlakai Vinayak, Wei Sun, Fang Han
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-04T07:49:53Z
  DOI: 10.1080/01621459.2022.2120401
Capture-Recapture Models with Heterogeneous Temporary Emigration
Open Access Article
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  Authors: Eleni Matechou, Raffaele Argiento
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-03T01:48:04Z
  DOI: 10.1080/01621459.2022.2123332
Fisher’s Combined Probability Test for High-Dimensional Covariance
Matrices
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  Authors: Xiufan Yu, Danning Li, Lingzhou Xue
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-03T01:47:32Z
  DOI: 10.1080/01621459.2022.2126781
Policy Optimization Using Semiparametric Models for Dynamic Pricing
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  Authors: Jianqing Fan, Yongyi Guo, Mengxin Yu
  Pages: 1 - 29
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-11-03T01:47:16Z
  DOI: 10.1080/01621459.2022.2128359
An Algebraic Estimator for Large Spectral Density Matrices
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  Authors: Matteo Barigozzi, Matteo Farnè
  Pages: 1 - 13
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Modeling and Active Learning for Experiments with Quantitative-Sequence
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Assumption-Lean Cox Regression
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Interpolating Population Distributions using Public-Use Data: An
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To Adjust or not to Adjust' Estimating the Average Treatment Effect in
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Using SVD for Topic Modeling
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Crop Yield Prediction Using Bayesian Spatially Varying Coefficient Models
with Functional Predictors
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Fast and Numerically Stable Particle-Based Online Additive Smoothing: The
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Subspace Estimation with Automatic Dimension and Variable Selection in
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Dynamic Principal Component Analysis in High Dimensions
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Optimal One-Pass Nonparametric Estimation Under Memory Constraint
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An Additive Graphical Model for Discrete Data
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Selective Inference for Hierarchical Clustering
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Optimal Nonparametric Inference with Two-Scale Distributional Nearest
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Off-Policy Confidence Interval Estimation with Confounded Markov Decision
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iProMix: A Mixture Model for Studying the Function of ACE2 based on Bulk
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Scaled Process Priors for Bayesian Nonparametric Estimation of the Unseen
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Statistically Efficient Advantage Learning for Offline Reinforcement
Learning in Infinite Horizons
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An Empirical Bayes Approach to Shrinkage Estimation on the Manifold of
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Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces
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Hidden Markov Pólya Trees for High-Dimensional Distributions
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Bias-Correction and Test for Mark-Point Dependence with Replicated Marked
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Conformal Sensitivity Analysis for Individual Treatment Effects
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Low-Rank Regression Models for Multiple Binary Responses and their
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  Authors: Seyoung Park, Eun Ryung Lee, Hongyu Zhao
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A Generalized Integration Approach to Association Analysis with
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Colorectal Cancer and Smoking
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Heavy-Tailed Density Estimation
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Nonparametric Estimation of Repeated Densities with Heterogeneous Sample
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A New and Unified Family of Covariate Adaptive Randomization Procedures
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Randomization-based Joint Central Limit Theorem and Efficient Covariate
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LESA: Longitudinal Elastic Shape Analysis of Brain Subcortical Structures
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Bayesian Markov-Switching Tensor Regression for Time-Varying Networks
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  Authors: Monica Billio, Roberto Casarin, Matteo Iacopini
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Latent Network Structure Learning From High-Dimensional Multivariate Point
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Reversible Jump PDMP Samplers for Variable Selection
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  Authors: Augustin Chevallier, Paul Fearnhead, Matthew Sutton
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Benign Overfitting and Noisy Features
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  Authors: Zhu Li, Weijie J. Su, Dino Sejdinovic
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Hypothesis Tests for Structured Rank Correlation Matrices
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Online Bootstrap Inference For Policy Evaluation In Reinforcement Learning
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Learning Topic Models: Identifiability and Finite-Sample Analysis
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Set-Valued Support Vector Machine with Bounded Error Rates
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Mapping the Genetic-Imaging-Clinical Pathway with Applications to
Alzheimer’s Disease
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Heterogeneous Mediation Analysis on Epigenomic PTSD and Traumatic Stress
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  Authors: Fei Xue, Xiwei Tang, Grace Kim, Karestan C. Koenen, Chantel L. Martin, Sandro Galea, Derek Wildman, Monica Uddin, Annie Qu
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Permutation Tests at Nonparametric Rates
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Bayesian Inference Using Synthetic Likelihood: Asymptotics and Adjustments
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  Authors: David T. Frazier, David J. Nott, Christopher Drovandi, Robert Kohn
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Conditional Separable Effects
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  Authors: Mats J. Stensrud, James M. Robins, Aaron Sarvet, Eric J. Tchetgen Tchetgen, Jessica G. Young
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Rank-Based Greedy Model Averaging for High-Dimensional Survival Data
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  Authors: Baihua He, Shuangge Ma, Xinyu Zhang, Li-Xing Zhu
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Causal Structural Learning on MPHIA Individual Dataset
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  Authors: Le Bao, Changcheng Li, Runze Li, Songshan Yang
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Approximate Selective Inference via Maximum Likelihood
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Improved Small Domain Estimation via Compromise Regression Weights
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Spatio-Temporal Cross-Covariance Functions under the Lagrangian Framework
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Transformation-Invariant Learning of Optimal Individualized Decision Rules
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Efficient Estimation for Censored Quantile Regression
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Transfer Learning Under High-Dimensional Generalized Linear Models
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Inference for Local Parameters in Convexity Constrained Models
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A Bayesian Approach to Multiple-Output Quantile Regression
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The Maximum of the Periodogram of a Sequence of Functional Data
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Sharp Sensitivity Analysis for Inverse Propensity Weighting via Quantile
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Divide-and-Conquer: A Distributed Hierarchical Factor Approach to Modeling
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Covariance Estimation for Matrix-valued Data
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False Discovery Rate Control via Data Splitting
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Covariate-Assisted Sparse Tensor Completion
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Self-supervised Metric Learning in Multi-View Data: A Downstream Task
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Power-Enhanced Simultaneous Test of High-Dimensional Mean Vectors and
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Functional Mixed Effects Clustering with Application to Longitudinal
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  Authors: Wensheng Guo, Mengying You, Jialin Yi, Michel A. Pontari, J. Richard Landis
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Generalized Low-Rank Plus Sparse Tensor Estimation by Fast Riemannian
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Model-Free Conditional Feature Screening with FDR Control
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Random Surface Covariance Estimation by Shifted Partial Tracing
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  Authors: Tomas Masak, Victor M. Panaretos
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Bayesian Modeling of Sequential Discoveries
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  Authors: Alessandro Zito, Tommaso Rigon, Otso Ovaskainen, David B. Dunson
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Variation and Covariation in Large-Scale Replication Projects: An
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  Authors: Blakeley B. McShane, Ulf Böckenholt, Karsten T. Hansen
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Metropolis–Hastings via Classification
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  Authors: Tetsuya Kaji, Veronika Ročková
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Distribution-Free Prediction Sets for Two-Layer Hierarchical Models
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  Authors: Robin Dunn, Larry Wasserman, Aaditya Ramdas
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Prior-Preconditioned Conjugate Gradient Method for Accelerated Gibbs
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  Authors: Akihiko Nishimura, Marc A. Suchard
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Sharp Nonparametric Bounds for Decomposition Effects with Two Binary
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Efficient Estimation in the Fine and Gray Model
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  Authors: Thomas H. Scheike, Torben Martinussen, Brice Ozenne
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Efficient Fully Distribution-Free Center-Outward Rank Tests for
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  Authors: Marc Hallin, Daniel Hlubinka, Šárka Hudecová
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A General Pairwise Comparison Model for Extremely Sparse Networks
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  Authors: Ruijian Han, Yiming Xu, Kani Chen
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Sparse Reduced Rank Huber Regression in High Dimensions
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  Authors: Kean Ming Tan, Qiang Sun, Daniela Witten
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Survival Analysis via Ordinary Differential Equations
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  Authors: Weijing Tang, Kevin He, Gongjun Xu, Ji Zhu
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Robust Estimation of Large Panels with Factor Structures
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  Authors: Marco Avarucci, Paolo Zaffaroni
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On Robustness of Individualized Decision Rules
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  Authors: Zhengling Qi, Jong-Shi Pang, Yufeng Liu
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Estimation of Copulas via Maximum Mean Discrepancy
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  Authors: Pierre Alquier, Badr-Eddine Chérief-Abdellatif, Alexis Derumigny, Jean-David Fermanian
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Generalized Liquid Association Analysis for Multimodal Data Integration
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Testing the Effects of High-Dimensional Covariates via Aggregating
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  Authors: Runze Li, Kai Xu, Yeqing Zhou, Liping Zhu
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Understanding Implicit Regularization in Over-Parameterized Single Index
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Marginal and Conditional Multiple Inference for Linear Mixed Model
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  Authors: Peter Kramlinger, Tatyana Krivobokova, Stefan Sperlich
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Toward Better Practice of Covariate Adjustment in Analyzing Randomized
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  Authors: Ting Ye, Jun Shao, Yanyao Yi, Qingyuan Zhao
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A Zero-Inflated Logistic Normal Multinomial Model for Extracting Microbial
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  Authors: Yanyan Zeng, Daolin Pang, Hongyu Zhao, Tao Wang
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Transfer Learning in Large-Scale Gaussian Graphical Models with False
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  Authors: Sai Li, T. Tony Cai, Hongzhe Li
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Coordinatewise Gaussianization: Theories and Applications
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  Authors: Qing Mai, Di He, Hui Zou
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Bias-Adjusted Spectral Clustering in Multi-Layer Stochastic Block Models
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  Authors: Jing Lei, Kevin Z. Lin
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Adaptive Conditional Distribution Estimation with Bayesian Decision Tree
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  Authors: Yinpu Li, Antonio R. Linero, Jared Murray
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Network Structure Learning Under Uncertain Interventions
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  Authors: Federico Castelletti, Stefano Peluso
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Optimal Estimation of the Number of Network Communities
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  Authors: Jiashun Jin, Zheng Tracy Ke, Shengming Luo, Minzhe Wang
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Kernel Knockoffs Selection for Nonparametric Additive Models
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  Authors: Xiaowu Dai, Xiang Lyu, Lexin Li
  Pages: 1 - 13
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-14T06:32:52Z
  DOI: 10.1080/01621459.2022.2039671
High-Dimensional Gaussian Graphical Regression Models with Covariates
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  Authors: Jingfei Zhang, Yi Li
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-14T06:32:32Z
  DOI: 10.1080/01621459.2022.2034632
Beyond Matérn: On A Class of Interpretable Confluent Hypergeometric
Covariance Functions
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  Authors: Pulong Ma, Anindya Bhadra
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-14T06:30:17Z
  DOI: 10.1080/01621459.2022.2027775
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement
Learning Framework
Open Access Article
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  Authors: Chengchun Shi, Xiaoyu Wang, Shikai Luo, Hongtu Zhu, Jieping Ye, Rui Song
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-14T06:30:13Z
  DOI: 10.1080/01621459.2022.2027776
Real-Time Regression Analysis of Streaming Clustered Data With Possible
Abnormal Data Batches
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  Authors: Lan Luo, Ling Zhou, Peter X.-K. Song
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-14T06:27:21Z
  DOI: 10.1080/01621459.2022.2026778
A Wavelet-Based Independence Test for Functional Data With an Application
to MEG Functional Connectivity
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  Authors: Rui Miao, Xiaoke Zhang, Raymond K. W. Wong
  Pages: 1 - 14
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-14T06:26:26Z
  DOI: 10.1080/01621459.2021.2020126
Semiparametric Goodness-of-Fit Test for Clustered Point Processes with a
Shape-Constrained Pair Correlation Function
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  Authors: Ganggang Xu, Chen Liang, Rasmus Waagepetersen, Yongtao Guan
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-11T02:44:11Z
  DOI: 10.1080/01621459.2022.2029456
Bayesian Bootstrap Spike-and-Slab LASSO
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  Authors: Lizhen Nie, Veronika Ročková
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-11T02:43:15Z
  DOI: 10.1080/01621459.2022.2025815
Score Matching for Compositional Distributions
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  Authors: Janice L. Scealy, Andrew T. A. Wood
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-03-03T03:22:31Z
  DOI: 10.1080/01621459.2021.2016422
Time-to-Event Analysis with Unknown Time Origins via Longitudinal
Biomarker Registration
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  Authors: Tianhao Wang, Sarah J. Ratcliffe, Wensheng Guo
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-02-28T03:29:07Z
  DOI: 10.1080/01621459.2021.2023552
Identifying Effects of Multiple Treatments in the Presence of Unmeasured
Confounding
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  Authors: Wang Miao, Wenjie Hu, Elizabeth L. Ogburn, Xiao-Hua Zhou
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-02-28T03:28:01Z
  DOI: 10.1080/01621459.2021.2023551
Statistical Inference with Local Optima
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  Authors: Yen-Chi Chen
  Pages: 1 - 13
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-02-28T03:23:39Z
  DOI: 10.1080/01621459.2021.2023550
A Deep Generative Approach to Conditional Sampling
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  Authors: Xingyu Zhou, Yuling Jiao, Jin Liu, Jian Huang
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-02-03T06:30:21Z
  DOI: 10.1080/01621459.2021.2016424
Orthogonalized Kernel Debiased Machine Learning for Multimodal Data
Analysis
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  Authors: Xiaowu Dai, Lexin Li
  Pages: 1 - 15
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-02-03T06:27:34Z
  DOI: 10.1080/01621459.2021.2013851
Tukey’s Depth for Object Data
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  Authors: Xiongtao Dai, Sara Lopez-Pintado
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-02-03T06:22:54Z
  DOI: 10.1080/01621459.2021.2011298
Fairness-Oriented Learning for Optimal Individualized Treatment Rules
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  Authors: Ethan X. Fang, Zhaoran Wang, Lan Wang
  Pages: 1 - 14
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-02-03T06:22:34Z
  DOI: 10.1080/01621459.2021.2008402
Sparse Topic Modeling: Computational Efficiency, Near-Optimal Algorithms,
and Statistical Inference
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  Authors: Ruijia Wu, Linjun Zhang, T. Tony Cai
  Pages: 1 - 13
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-31T04:42:57Z
  DOI: 10.1080/01621459.2021.2018329
Spectral Density Estimation for Nonstationary Data With Nonzero Mean
Function
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  Authors: Anna E. Dudek, Łukasz Lenart
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-31T04:40:27Z
  DOI: 10.1080/01621459.2021.2021919
Generalized Good-Turing Improves Missing Mass Estimation
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  Authors: Amichai Painsky
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-31T03:08:51Z
  DOI: 10.1080/01621459.2021.2020658
Multifile Partitioning for Record Linkage and Duplicate Detection
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  Authors: Serge Aleshin-Guendel, Mauricio Sadinle
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-28T07:46:45Z
  DOI: 10.1080/01621459.2021.2013242
Asymmetric Error Control Under Imperfect Supervision: A
Label-Noise-Adjusted Neyman–Pearson Umbrella Algorithm
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  Authors: Shunan Yao, Bradley Rava, Xin Tong, Gareth James
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-28T07:46:32Z
  DOI: 10.1080/01621459.2021.2016423
Query-Augmented Active Metric Learning
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  Authors: Yujia Deng, Yubai Yuan, Haoda Fu, Annie Qu
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-28T07:44:44Z
  DOI: 10.1080/01621459.2021.2019045
Inference and Estimation for Random Effects in High-Dimensional Linear
Mixed Models
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  Authors: Michael Law, Ya’acov Ritov
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-28T05:02:53Z
  DOI: 10.1080/01621459.2021.2004896
Community Detection in General Hypergraph Via Graph Embedding
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  Authors: Yaoming Zhen, Junhui Wang
  Pages: 1 - 10
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-13T07:09:42Z
  DOI: 10.1080/01621459.2021.2002157
An Outer-Product-of-Gradient Approach to Dimension Reduction and its
Application to Classification in High Dimensional Space
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  Authors: Zhibo Cai, Yingcun Xia, Weiqiang Hang
  Pages: 1 - 11
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-13T07:09:27Z
  DOI: 10.1080/01621459.2021.2003202
Threshold Selection in Feature Screening for Error Rate Control
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  Authors: Xu Guo, Haojie Ren, Changliang Zou, Runze Li
  Pages: 1 - 13
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-10T11:12:37Z
  DOI: 10.1080/01621459.2021.2011735
Pseudo-Bayesian Classified Mixed Model Prediction
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  Authors: Haiqiang Ma, Jiming Jiang
  Pages: 1 - 13
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-10T11:11:59Z
  DOI: 10.1080/01621459.2021.2008944
High-Order Joint Embedding for Multi-Level Link Prediction
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  Authors: Yubai Yuan, Annie Qu
  Pages: 1 - 15
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-05T08:15:42Z
  DOI: 10.1080/01621459.2021.2005608
A General Framework for Inference on Algorithm-Agnostic Variable
Importance
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  Authors: Brian D. Williamson, Peter B. Gilbert, Noah R. Simon, Marco Carone
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-05T08:15:32Z
  DOI: 10.1080/01621459.2021.2003200
Classification Trees for Imbalanced Data: Surface-to-Volume Regularization
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  Authors: Yichen Zhu, Cheng Li, David B. Dunson
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-05T08:14:44Z
  DOI: 10.1080/01621459.2021.2005609
Nonparametric Functional Graphical Modeling Through Functional Additive
Regression Operator
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  Authors: Kuang-Yao Lee, Lexin Li, Bing Li, Hongyu Zhao
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-05T08:14:28Z
  DOI: 10.1080/01621459.2021.2006667
Transport Monte Carlo: High-Accuracy Posterior Approximation via Random
Transport
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  Authors: Leo L. Duan
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-05T08:14:10Z
  DOI: 10.1080/01621459.2021.2003201
Test of Weak Separability for Spatially Stationary Functional Field
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  Authors: Decai Liang, Hui Huang, Yongtao Guan, Fang Yao
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-05T08:13:50Z
  DOI: 10.1080/01621459.2021.2002156
Kernel-Based Partial Permutation Test for Detecting Heterogeneous
Functional Relationship
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  Authors: Xinran Li, Bo Jiang, Jun S. Liu
  Pages: 1 - 19
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  Citation: Journal of the American Statistical Association
  PubDate: 2022-01-05T08:10:52Z
  DOI: 10.1080/01621459.2021.2000867