| Boosting Data Analytics with Synthetic Volume Expansion |
Xiaotong Shen, Yifei Liu, and Rex Shen
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| Sensitivity Analysis and Power in the Presence of Many Weak Instruments: Application to the Effect of Incarceration on Future Earnings |
Ashkan Ertefaie, Jesse Y Hsu, David Harding, Jeffrey Morenoff, and Dylan S Small
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| Analyzing Environmental Bioassays with Spatial Odds, Risk, and Survival Probability Ratio Regressions |
Debashis Mondal and Xiaohui Chang
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| A New Design for Observational Studies Applied to the Study of the Effects of High School Football on Cognition Late in Life |
Katherine Brumberg, Dylan Small, and Paul Rosenbaum
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| Kullback-Leibler-Based Discrete Failure Time Models for Integration of Published Prediction Models with New Time-To-Event Dataset |
Di Wang, Wen Ye, Randall Sung, Hui Jiang, Jeremy M.G. Taylor, Lisa Ly, and Kevin He
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| A Bayesian Approach to GRAPPA Parallel fMRI Image Reconstruction Increases SNR and Power of Task Detection |
Chase Sakitis and Daniel Rowe
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| A Reweighted Random Forest to Predict Health Outcomes Using Human Microbiome Data |
Tian Wang, Bing Li, Huang Xu, Yuqi Miao, Min Qian, and Shuang Wang
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| Contrastive Linear Regression |
Boyang Zhang, Sarah Nyquist, Andrew C Jones, Barbara Engelhardt, and Didong Li
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| Selecting Subpopulations for Causal Inference in Regression Discontinuity Designs |
Laura Forastiere, Alessandra Mattei, Julia Pesarini, Mauricio Barreto, and Fabrizia Mealli
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| Rice-Distributed Autoregressive Time Series Modeling of Magnitude Functional MRI Data |
Daniel W Adrian, Ranjan Maitra, and Daniel B Rowe
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| Holdout Sets for Safe Predictive Model Updating |
Sami Haidar-Wehbe, Samuel R. Emerson, Louis J. M. Aslett, and James Liley
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| Censored C-Learning for Dynamic Treatment Regime in Colorectal Cancer Study |
Zishu Zhan, Zhishuai Liu, Cunjie Lin, Danhui Yi, and Yufei Yang
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| Nonparametric Additive Value Functions: Interpretable Reinforcement Learning with an Application to Surgical Recovery |
Patrick Ugochukwu Emedom-Nnamdi, Timothy R Smith, Jukka-Pekka Onnela, and Junwei Lu
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| Modified Treatment Policy Effect Estimation With Weighted Energy Distance |
Ziren Jiang and Jared Davis Huling
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| Comparing Baseball Players Across Eras via Novel Full House Modeling |
Shen Yan, Adrian Burgos Jr., Christopher Kinson, and Daniel James Eck
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| Multi-Run Step-Stress Model for Trend Renewal Data With Applications to Lifetime Assessment for Rechargeable Batteries |
Sheng Tsaing Tseng, Nan-Jung Hsu, and Chien-Chi Wu
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| Estimating Heterogeneous Causal Effects of High-Dimensional Treatments: Application to Conjoint Analysis |
Max Goplerud, Kosuke Imai, and Nicole Pashley
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| Biomarker Detection for Disease Classification in Longitudinal Microbiome Data |
Jianhua Hu
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| CeCNN: Copula-Enhanced Convolutional Neural Networks in Joint Prediction of Refraction Error and Axial Length Based on Ultra-Widefield Fundus Images |
Chong Zhong, Yang Li, Danjuan Yang, Meiyan Li, Xingtao Zhou, Bo Fu, Catherine Chunling Liu, and Alan Hepburn Welsh
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| An Application of Vine Based Regression to Flight Landing Data |
Hassan Alnasser and Claudia Czado
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| Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control |
Anastasios Nikolas Angelopoulos, Stephen Bates, Emmanuel Jean Candès, Michael Irwin Jordan, and Lihua Lei
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| A Unified Quantile Framework for Nonlinear Heterogeneous Transcriptome-Wide Associations |
Tianying Wang, Iuliana Ionita-Laza, and Ying Wei
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| Functional Data Analysis With Möbius Waves: Applications to Biomedical Oscillatory Signals |
Itziar Fernández, Yolanda Larriba, Christian Canedo, and Cristina Rueda
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| Cluster Analysis of Longitudinal Profiles for Compositional Count Data |
Chenyang Duan and Yuan Jiang
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| Bayesian Inference for Partial Orders From Random Linear Extensions: Power Relations From 12th Century Royal Acta |
Geoff K. Nicholls, Jeong Eun Lee, Nicholas Karn, David Johnson, Rukuang Huang, and Alexis Muir-Watt
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| Estimating Reporting Bias in 311 Complaint Data |
Kate S Boxer, Boyeong Hong, Constantine E Kontokosta, and Daniel B Neill
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| Flexible Bayesian Spatial Modeling for Unknown Missing Data Mechanism in Survey Analysis: an Application to the Chinese General Society Survey |
Guanyu Hu, Ming-Hui Chen, and Zhihua Ma
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| Effects of Adolescent Victimization on Offending: Flexible Methods for Missing Data & Unmeasured Confounding |
Mateo Dulce Rubio, Edward H. Kennedy, Valerio Baćak, and Daniel S. Nagin
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| Modeling Structure and Country-specific Heterogeneity in Misclassification Matrices of Verbal Autopsy-based Cause of Death Classifiers |
Sandipan Pramanik, Scott Zeger, Dianna Blau, and Abhirup Datta
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| Bayesian Data Augmentation for Recurrent Events Under Intermittent Assessment in Overlapping Intervals with Applications to EMR Data |
Xin Liu and Patrick M Schnell
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| Supervised Centrality via Sparse Network Influence Regression: An Application to the 2021 Henan Floods’ Social Network |
Yingying Ma, Wei Lan, Chenlei Leng, Ting Li, and Hansheng Wang
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| A Privacy-Preserved and High-Utility Synthesis Strategy for Risk-Based Stratified Subgroups of the Canadian Scleroderma Patient Registry Data |
Bei Jiang, Adrian E. Raftery, Russell J. Steele, and Naisyin Wang
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| A General Framework of Brain Region Detection and Genetic Variants Selection in Imaging Genetics |
Siqiang Su, Zhenghao Li, Long Feng, and Ting Li
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| Averaged Prediction Models (APM): Identifying Causal Effects in Controlled Pre-post Settings with Application to Gun Policy |
Thomas Leavitt and Laura Hatfield
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| Augmented Doubly Robust Post-Imputation Inference for Proteomic Data |
Haeun Moon, Jin-Hong Du, Jing Lei, and Kathryn Roeder
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| A Deep Neural Network Two-part Model and Feature Importance Test for Semi-continuous Data |
Baiming Zou, Xinlei Mi, Shiyu Wan, James G. Xenakis, Di Wu, Jianhua Hu, and Fei Zou
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| Bayesian Nonparametric Clustering with Feature Selection for Spatially Resolved Transcriptomics Data |
Bencong Zhu, Guanyu Hu, Lin Xu, Xiaodan Fan, and Qiwei Li
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| Inferring Epidemics From Multiple Dependent Data via Pseudo-Marginal Methods |
Alice Corbella, Anne M Presanis, Paul J Birrell, and Daniela De Angelis
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| Is the Price Cap for Gas Useful? Evidence From European Countries |
Francesco Ravazzolo and Luca Rossini
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| Federated Learning of Robust Individualized Decision Rules with Application to Heterogeneous Multi-Hospital Sepsis Population |
Xinlei Chen, Victor B. Talisa, Xiaoqing Tan, Zhengling Qi, Jason N. Kennedy, Chung-Chou H. Chang, Christopher W. Seymour, and Lu Tang
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| A Flexible and Parsimonious Modelling Strategy for Clustered Data Analysis |
Tao Huang, Youquan Pei, Jinhong You, and Wenyang Zhang
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| A Pólya Tree Modelling Framework for Batch-Mark Data |
Ioannis Rotous, Eleni Matechou, and Alex Diana
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| Predicting Gender Employment Discrepancies: A Multivariate Model for Transformed Proportions |
Esteban Cabello García, Domingo Morales, and Agustín Pérez
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| Multiple Imputation of Hierarchical Nonlinear Time Series Data with an Application to School Enrollment Data |
Daphne Hong-Hsiao Liu and Adrian Elmes Raftery
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| Functional Factor Modeling of Brain Connectivity |
Kyle Stanley, Nicole Lazar, and Matthew Reimherr
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| The Properties of Covariate-Adaptive Randomization Procedures With Possibly Unequal Allocation Ratio |
Xiao Liu, Feifang Hu, and Wei Ma
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| Data Harmonization Via Regularized Nonparametric Mixing Distribution Estimation |
Steven Wilkins-Reeves, Yen-Chi Chen, and Kwun Chuen (Gary) Chan
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| Temporal Network Influence Model with Application to the COVID-19 Population Flow Network |
Dongxue Zhang, Long Feng, Yujia Wu, Wei Lan, and Jing Zhou
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| Cooperative Differential Network Learning With Hub Detection for Multi-Center Neuroimaging Data |
Hao Chen, Dingzi Guo, Ying Guo, Yong He, Dong Liu, Lei Liu, Yue Yin, and Xiaohua Zhou
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| Synthesizing Data Products, Mathematical Models, and Observational Measurements for Lake Temperature Forecasting |
Maike Holthuijzen, Robert B Gramacy, Cayelan C Carey, David M Higdon, and R Quinn Thomas
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| Clustering and Meta-Analysis Using a Mixture of Dependent Tail-Free Priors |
Bernardo Flores and Peter Mueller
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| Computationally Efficient Whole-Genome Signal Region Detection for Quantitative and Binary Traits |
Fan Wang, Wei Zhang, and Fang Yao
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| Thompson Sampling for Zero-Inflated Count Outcomes With an Application to the Drink Less Mobile Health Study |
Xueqing Liu, Nina Deliu, Tanujit Chakraborty, Lauren Bell, and Bibhas Chakraborty
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| Informed Bayesian Finite Mixture Models via Asymmetric Dirichlet Priors |
Garritt L. Page, Massimo Ventrucci, and Maria Franco-Villoria
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| Surrogate Selection Oversamples Expanded T cell Clonotypes |
Peng Yu, Yumin Lian, Elliot Xie, Cindy L Zuleger, Richard J Albertini, Mark R Albertini, and Michael A Newton
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| Mixed Modeling Approach for Characterizing the Genetic Effects in a Longitudinal Phenotype |
Pei Zhang, Paul S. Albert, and Hyokyoung Grace Hong
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| Inference with Combined Data from Subgroup Selection and Validation Phases in Clinical Trials |
Xinzhou Guo, Jianjun Zhou, and Xuming He
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| A Dual-Dictionary Model for Mining Domain-Specific Chinese Texts |
Jiaze Xu, Changzai Pan, and Ke Deng
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| Bootstrapping the Cross-Validation Estimate |
Bryan Cai, Yuanhui Luo, Xinzhou Guo, Fabio Pellegrini, Menglan Pang, Carl de Moor, Changyu Shen, Vivek Charu, and Lu Tian
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| Distributed Subsampling and Quasi Decorrelated Score for Cluster Data: An Application to Beijing Multi-Site Air Quality |
Junzhuo Gao, Lei Wang, and Jun Shao
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| Fast Variable Selection for Distributional Regression With Application to Continuous Glucose Monitoring Data |
Alexander Coulter, R. Nisha Aurora, Naresh M. Punjabi, and Irina Gaynanova
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| Estimating Life Expectancy in the Canadian Elderly Population With Dementia Using Prevalent Cohort Survival Data |
Ali Shariati, Masoud Asgharian, and Vahid Fakoor
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