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Theory and Methods

Method
Generalized Data Thinning Using Sufficient Statistics
Ameer Dharamshi, Anna Neufeld, Keshav Motwani, Lucy L. Gao, Daniela Witten & Jacob Bien
Published online: 13 Jun 2024
  • 180 Views
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Theory and Methods

Method
Tyranny-of-the-minority Regression Adjustment in Randomized Experiments
Xin Lu & Hanzhong Liu
Accepted author version posted online: 12 Jun 2024
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Theory and Methods

Method
Distribution-Free Prediction Intervals Under Covariate Shift, With an Application to Causal Inference
Jing Qin, Yukun Liu, Moming Li & Chiung-Yu Huang
Published online: 12 Jun 2024
  • 351 Views
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Theory and Methods

Method
Controlled Discovery and Localization of Signals via Bayesian Linear Programming
Asher Spector & Lucas Janson
Published online: 11 Jun 2024
  • 148 Views
  • 1 CrossRef citations
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Theory and Methods

Method
Reinforcement Learning in Latent Heterogeneous Environments
Elynn Y. Chen, Rui Song & Michael I. Jordan
Published online: 11 Jun 2024
  • 638 Views
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Theory and Methods

Method
Test and Measure for Partial Mean Dependence Based on Machine Learning Methods
Leheng Cai, Xu Guo & Wei Zhong
Accepted author version posted online: 11 Jun 2024
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Theory and Methods

Method
Nonparametric Multiple-Output Center-Outward Quantile Regression
Eustasio del Barrio, Alberto González Sanz & Marc Hallin
Accepted author version posted online: 11 Jun 2024
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Research Article

Article
Correction
Pavel N. Krivitsky, Pietro Coletti & Niel Hens
Published online: 03 Jun 2024
  • 88 Views
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Free Access

Theory and Methods

Method
Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning
Ye Shen, Hengrui Cai & Rui Song
Published online: 31 May 2024
  • 608 Views
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Theory and Methods

Method
Randomness of Shapes and Statistical Inference on Shapes via the Smooth Euler Characteristic Transform
Kun Meng, Jinyu Wang, Lorin Crawford & Ani Eloyan
Published online: 31 May 2024
  • 661 Views
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Open Access

Theory and Methods

Method
Graph-Aligned Random Partition Model (GARP)
Giovanni Rebaudo & Peter Müller
Published online: 30 May 2024
  • 177 Views
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Applications and Case Studies

Case Report
Efficient stochastic generators with spherical harmonic transformation for high-resolution global climate simulations from CESM2-LENS2
Yan Song, Zubair Khalid & Marc G. Genton
Accepted author version posted online: 29 May 2024
  • 158 Views
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Open Access

Applications and Case Studies

Case Report
Generalizing the intention-to-treat effect of an active control from historical placebo-controlled trials: A case study of the efficacy of daily oral TDF/FTC in the HPTN 084 study
Qijia He, Fei Gao, Oliver Dukes, Sinead Delany-Moretlwe & Bo Zhang
Accepted author version posted online: 29 May 2024
  • 83 Views
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Theory and Methods

Method
False Discovery Rate Control For Structured Multiple Testing: Asymmetric Rules And Conformal Q-values
Zinan Zhao & Wenguang Sun
Accepted author version posted online: 28 May 2024
  • 376 Views
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Open Access

Theory and Methods

Method
Mediation analysis with the mediator and outcome missing not at random
Shuozhi Zuo, Debashis Ghosh, Peng Ding & Fan Yang
Accepted author version posted online: 28 May 2024
  • 110 Views
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Theory and Methods

Method
Node-level community detection within edge exchangeable models for interaction processes
Yuhua Zhang & Walter Dempsey
Accepted author version posted online: 28 May 2024
  • 67 Views
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Theory and Methods

Method
Distributed Heterogeneity Learning for Generalized Partially Linear Models with Spatially Varying Coefficients1
Shan Yu, Guannan Wang & Li Wang
Accepted author version posted online: 24 May 2024
  • 217 Views
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Theory and Methods

Method
Tests for Large-Dimensional Shape Matrices via Tyler’s M Estimators
Runze Li, Weiming Li & Qinwen Wang
Published online: 24 May 2024
  • 734 Views
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Open Access

Theory and Methods

Method
Modeling and Learning on High-Dimensional Matrix-Variate Sequences
Xu Zhang, Catherine C. Liu, Jianhua Guo, K. C. Yuen & A. H. Welsh
Published online: 24 May 2024
  • 476 Views
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Applications and Case Studies

Case Report
Dissecting Gene Expression Heterogeneity: Generalized Pearson Correlation Squares and the K-Lines Clustering Algorithm
Jingyi Jessica Li, Heather J. Zhou, Peter J. Bickel & Xin Tong
Published online: 24 May 2024
  • 805 Views
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Open Access

Applications and Case Studies

Case Report
Joint tensor modeling of single cell 3D genome and epigenetic data with Muscle
Kwangmoon Park & Sündüz Keleş
Accepted author version posted online: 21 May 2024
  • 204 Views
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Theory and Methods

Method
Population-level Balance in Signed Networks
Weijing Tang & Ji Zhu
Accepted author version posted online: 21 May 2024
  • 85 Views
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Applications and Case Studies

Case Report
Estimating Trans-Ancestry Genetic Correlation with Unbalanced Data Resources
Bingxin Zhao, Xiaochen Yang & Hongtu Zhu
Published online: 21 May 2024
  • 242 Views
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Theory and Methods

Method
Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features
Doudou Zhou, Molei Liu, Mengyan Li & Tianxi Cai
Accepted author version posted online: 21 May 2024
  • 273 Views
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Theory and Methods

Method
Testing the Number of Common Factors by Bootstrapped Sample Covariance Matrix in High-Dimensional Factor Models
Long Yu, Peng Zhao & Wang Zhou
Published online: 20 May 2024
  • 295 Views
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Theory and Methods

Method
Selection and Aggregation of Conformal Prediction Sets
Yachong Yang & Arun Kumar Kuchibhotla
Published online: 20 May 2024
  • 388 Views
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Book Review

Book Review
Statistical Methods in Health Disparity Research
J. Sunil Rao, Boca Raton, FL: Chapman & Hall/CRC Press, 2023, xviii + 279 pp., $120.00(H), ISBN 978-0-367-63512-1.
Susan M. Paddock
Published online: 20 May 2024
  • 312 Views
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Free Access

Book Review

Book Review
Introduction to Environmental Data Science
Jerry D. Davis, Boca Raton, FL: Chapman & Hall/CRC Press, 2023, xx + 382 pp., [dollar]100.00(H), ISBN 978-1-032-32218-6.
Timothée Poisot
Published online: 20 May 2024
  • 150 Views
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Free Access

Theory and Methods

Method
Sharp-SSL: Selective High-Dimensional Axis-Aligned Random Projections for Semi-Supervised Learning
Tengyao Wang, Edgar Dobriban, Milana Gataric & Richard J. Samworth
Published online: 20 May 2024
  • 480 Views
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Open Access

Theory and Methods

Method
Efficient Nonparametric Estimation of Stochastic Policy Effects with Clustered Interference
Chanhwa Lee, Donglin Zeng & Michael G. Hudgens
Published online: 20 May 2024
  • 275 Views
  • 1 CrossRef citations
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Theory and Methods

Method
Inferring Independent Sets of Gaussian Variables after Thresholding Correlations
Arkajyoti Saha, Daniela Witten & Jacob Bien
Published online: 20 May 2024
  • 228 Views
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Theory and Methods

Method
Rational Kriging
V. Roshan Joseph
Accepted author version posted online: 20 May 2024
  • 178 Views
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Open Access

Theory and Methods

Method
Neural networks for geospatial data
Wentao Zhan & Abhirup Datta
Accepted author version posted online: 20 May 2024
  • 196 Views
  • 0 CrossRef citations
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Theory and Methods

Method
Extreme Value Statistics in Semi-Supervised Models
Hanan Ahmed, John H.J. Einmahl & Chen Zhou
Published online: 15 May 2024
  • 862 Views
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Open Access

Theory and Methods

Method
Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy
Antonio R. Linero
Published online: 14 May 2024
  • 336 Views
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Theory and Methods

Method
Sobolev Calibration of Imperfect Computer Models
Qingwen Zhang & Wenjia Wang
Published online: 13 May 2024
  • 216 Views
  • 0 CrossRef citations
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Theory and Methods

Method
CARE: Large Precision Matrix Estimation for Compositional Data
Shucong Zhang, Huiyuan Wang & Wei Lin
Published online: 29 Apr 2024
  • 542 Views
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Invited Comment

Article Commentary
Partnering With Authors to Enhance Reproducibility at JASA
Julia Wrobel, Emily C. Hector, Lorin Crawford, Lucy D’Agostino McGowan, Natalia da Silva, Jeff Goldsmith, Stephanie Hicks, Michael Kane, Youjin Lee, Vinicius Mayrink, Christopher J. Paciorek, Therri Usher & Julian Wolfson
Published online: 25 Apr 2024
  • 514 Views
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Free Access

Theory and Methods

Method
Statistical Inference For Noisy Matrix Completion Incorporating Auxiliary Information
Shujie Ma, Po-Yao Niu, Yichong Zhang & Yinchu Zhu
Published online: 24 Apr 2024
  • 510 Views
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Theory and Methods

Method
Doubly-Valid/Doubly-Sharp Sensitivity Analysis for Causal Inference with Unmeasured Confounding
Jacob Dorn, Kevin Guo & Nathan Kallus
Published online: 24 Apr 2024
  • 403 Views
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Theory and Methods

Method
Automatic Regenerative Simulation via Non-Reversible Simulated Tempering
Miguel Biron-Lattes, Trevor Campbell & Alexandre Bouchard-Côté
Published online: 24 Apr 2024
  • 97 Views
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Applications and Case Studies

Case Report
An Efficient Coalescent Model for Heterochronously Sampled Molecular Data
Lorenzo Cappello, Amandine Véber & Julia A. Palacios
Published online: 17 Apr 2024
  • 298 Views
  • 0 CrossRef citations
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Open Access

Applications and Case Studies

Case Report
Coexchangeable Process Modeling for Uncertainty Quantification in Joint Climate Reconstruction
Lachlan Astfalck, Daniel Williamson, Niall Gandy, Lauren Gregoire & Ruza Ivanovic
Published online: 17 Apr 2024
  • 295 Views
  • 0 CrossRef citations
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Open Access

Theory and Methods

Method
Latent Multimodal Functional Graphical Model Estimation
Katherine Tsai, Boxin Zhao, Sanmi Koyejo & Mladen Kolar
Published online: 12 Apr 2024
  • 623 Views
  • 1 CrossRef citations
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Applications and Case Studies

Case Report
Tree-Guided Rare Feature Selection and Logic Aggregation with Electronic Health Records Data
Jianmin Chen, Robert H. Aseltine, Fei Wang & Kun Chen
Published online: 12 Apr 2024
  • 254 Views
  • 0 CrossRef citations
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Theory and Methods

Method
Frequency Detection and Change Point Estimation for Time Series of Complex Oscillation
Hau-Tieng Wu & Zhou Zhou
Published online: 04 Apr 2024
  • 494 Views
  • 1 CrossRef citations
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Theory and Methods

Method
Modeling Recurrent Failures on Large Directed Networks
Qingqing Zhai, Zhisheng Ye, Cheng Li, Matthew Revie & David B. Dunson
Published online: 01 Apr 2024
  • 657 Views
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Theory and Methods

Method
Robust Personalized Federated Learning with Sparse Penalization
Weidong Liu, Xiaojun Mao, Xiaofei Zhang & Xin Zhang
Published online: 01 Apr 2024
  • 1326 Views
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Applications and Case Studies

Case Report
Addressing Multiple Detection Limits with Semiparametric Cumulative Probability Models
Yuqi Tian, Chun Li, Shengxin Tu, Nathan T. James, FrankE. Harrell & BryanE. Shepherd
Published online: 01 Apr 2024
  • 334 Views
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Open Access

Theory and Methods

Method
Federated Offline Reinforcement Learning
Doudou Zhou, Yufeng Zhang, Aaron Sonabend-W, Zhaoran Wang, Junwei Lu & Tianxi Cai
Published online: 01 Apr 2024
  • 626 Views
  • 2 CrossRef citations
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