| Boosting Data Analytics with Synthetic Volume Expansion |
Xiaotong Shen, Yifei Liu, and Rex Shen
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| HEDE: Heritability Estimation in High Dimensions by Ensembling Debiased Estimators in Genome-Wide Association Studies |
Yanke Song, Xihong Lin and Pragya Sur
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| Estimation of total mediation effect for a binary trait in a case-control study for high-dimensional omics mediators |
Zhiyu Kang, Li Chen, Peng Wei, Zhichao Xu, Chunlin Li and Tianzhong Yang
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| Spatially Randomized Designs Can Enhance Policy Evaluation |
Ying Yang, Chengchun Shi, Fang Yao, Shouyang Wang and Hongtu Zhu
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| Spatial causal inference in the presence of unmeasured confounding and interference |
Georgia Papadogeorgou and Srijata Samanta
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| A Topological Gaussian Mixture Model for Bone Marrow Morphology in Leukaemia |
Qiquan Wang, Anna Song, Antoniana Batsivari, Dominique Bonnet and Anthea Monod
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| Joint Modeling of Spatial Dependencies Across Multiple Subjects in Multiplexed Tissue Imaging |
Joel Eliason, Arvind Rao, Timothy Frankel and Michele Peruzzi
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| Adaptive Frequency Band Learning of Nonstationary Functional Time Series: An Application to High-Dimensional EEG Signals |
Pramita Bagchi and Scott Alan Bruce
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| A scalable path algorithm for clusterwise messaging component analysis in digital communications |
Rashmi Ranjan Bhuyian, Wreetabrata Kar and Gourab Mukherjee
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| Spatial causal inference in the presence of preferential sampling to study the impacts of marine protected areas |
Dongjae Son, Brian J. Reich, Erin M. Schliep, Shu Yang and David A. Gill
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| Detecting Breast Carcinoma Metastasis on Whole-Slide Images by Partially Subsampled Multiple Instance Learning |
Baichen Yu, Xuetong Li, Jing Zhou and Hansheng Wang
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| Deep Learning of Semi-Competing Risk Data via a New Neural Expectation-Maximization Algorithm |
Stephen Salerno, Zhilin Zhang and Yi Li
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| Penalized FCI for Causal Structure Learning in a Sparse DAG for Biomarker Discovery in Parkinson’s Disease |
Samhita Pal, Dhrubajyoti Ghosh and Shu Yang
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| Addressing Phase Discrepancies in Functional Data: A Bayesian Approach for Accurate Alignment and Smoothing |
Jacopo Gardella, Raffaele Argiento, Alessandro Casa and Alessia Pini
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| Raking mortality rates across cause, population group and geography with variance estimation |
Ariane Ducellier, Alexander Hsu, Parkes Kendrick, Bill Gustavson, Laura Dwyer-Lindgren, Christopher Murray, Peng Zheng and Aleksandr Aravkin
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| Multilevel Primary Aim Analyses of Clustered SMARTs: With Applications in Health Policy |
Gabriel Durham, Anil Battalahalli, Amy Kilbourne, Andrew Quanbeck, Wenchu Pan, Tim Lycurgus and Daniel Almirall
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| Longitudinal Causal Inference with Selective Eligibility: Application to Pretrial Risk Assessment |
Zhichao Jiang, Eli Ben-Michael, D. James Greiner, Ryan Halen and Kosuke Imai
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| A Bayesian hierarchical model for methane emission source apportionment |
William S. Daniels, Douglas W. Nychka and Dorit M. Hammerling
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| BayesFLo: Bayesian fault localization of complex software systems |
Yi Ji, Simon Mak, Ryan Lekivetz and Joseph Morgan
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| Statistical Opportunities in Neuroimaging |
Hongtu Zhu
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| Privacy-Protected Spatial Autoregressive Models with Applications |
Danyang Huang, Ziyi Kong, Shuyuan Wu and Hansheng Wang
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| Signal Lasso with Non-Convex Penalties for Efficient Network Reconstruction in Complex System |
Lei Shi, Jie Hu, Libin Jin, Huaiyu Tan, Wei Zhong and Chen Shen
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| Modeling and prediction of mutation fitness on protein functionality with structural information using high-dimensional Potts model |
Wen Zhou, Bingying Dai, Yinan Lin, Zhao Ren and Kejue Jia
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| A case-control sampling strategy for zero-inflated models with an application to female sex worker mapping in sub-Saharan Africa |
Sanam Sanei, Ian Laga, Sharon Weir and Le Bao
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| Neuron Dynamic Modeling with Random Trial Effects |
Hongyang Lu, Yunpeng Zhao, Dong Song and Haonan Wang
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| Bayesian Empirical Likelihood for Ultra-High Dimensional Variable Selection With Application to Drug Sensitivity |
Can Xu, Zeyu Lu, Yichen Cheng, Qifan Song, Yichuan Zhao and Xinlei Wang
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| Efficient Surgical Tool Recognition via HMM-Stabilized Deep Learning |
Haifeng Wang, Hao Xu, Jun Wang, Jian Zhou and Deng Ke
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| Semi-supervised Estimation of Survival Rate with Doubly-censored Survival Data |
Yang Wang, Qingning Zhou, Tianxi Cai and Xuan Wang
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| Quantifying uncertainty in climate projections with conformal ensembles |
Trevor Harris and Ryan Sriver
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| Federated Ensemble Clustering for Integrative Analysis of Multi-Source Data |
Xin Xiong, Jueyi Liu, Katherine P. Liao, Tianxi Cai and Rui Duan
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| PPI++: Efficient Prediction-Powered Inference |
Anastasios N. Angelopoulos, John C. Duchi and Tijana Zrnic
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| Estimating Time-Varying Epidemic Severity Rates with Adaptive Deconvolution |
Jeremy Goldwasser, Addison J. Hu, Alyssa Bilinski, Daniel J. McDonald and Ryan J. Tibshirani
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| Bayesian Modeling of TVP-VARs Using Regression Trees |
Niko Hauzenberger, Florian Huber, Gary Koop and James Mitchell
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| A joint model of the individual mean and within-subject variability of a longitudinal outcome with a competing risks time-to-event outcome |
Shanpeng Li, Daniel S. Nuyujukian, Robyn L. McClelland, Peter D. Reaven, Jin Zhou, Hua Zhou and Gang Li
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| A Generalized Phase 1-2-3 Design for Optimizing Doses and Comparing Treatments Within Subgroups |
Saijun Zhao, Yong Zang and Peter F. Thall
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| A Counterfactual Framework for Estimating Infectious Disease Prevalence under Repeated Testing with Symptomatic and Contact-Tracing Components |
Jeongjin Lee, Junke Yang, Grzegorz Rempala and Patrick Schnell
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| SADA: Safe and Adaptive Aggregation of Multiple Black-Box Predictions in Semi-Supervised Learning |
Jiawei Shan, Zhifeng Chen, Yiming Dong, Yazhen Wang and Jiwei Zhao
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| A Generalized Additive Partial-Mastery Cognitive Diagnosis Model |
Camilo Cárdenas Hurtado, Sze Ming Lee, Yunxiao Chen and Irini Moustaki
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| Integrated Weighted Association Test with Application to Genetic Association Studies |
Hong Zhang, Ming Liu, John E Landers and Zheyang Wu
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| Nested Atoms Model with Application to Clustering Big Population-Scale Single-Cell Data |
Arhit Chakrabarti, Yang Ni, Yuchao Jiang and Bani K. Mallick
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| Bayesian Probit Multi-Study Non-negative Matrix Factorization for Mutational Signatures |
Blake Hansen, Isabella Grabski, Giovanni Parmigiani and Roberta De Vito
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| CNV-profile regression for copy number variant association analysis with whole genome sequencing data |
Yaqin Si, Wenbin Lu, Shannon T. Holloway, Hui Wang, Albert A. Tucci, Yuhuan Cheng, Amanda Brucker, Gerard D. Schellenberg, Li-San Wang, Wan-Ping Lee and Jung-Ying Tzeng
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| Goodness of Fit for Bayesian Generative Models with Applications in Population Genetics |
Jean-Michel Marin, Arnaud Estoup, Paul Bastide and Guillaume Le Mailloux
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| Classifying Metamorphic versus Single-Fold Proteins with Statistical Learning and AlphaFold2 |
Yongkai Chen, Samuel Wong and Samuel Kou
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| Primal–Dual Alternating Neural Learning for Timely Classification with Performance Guarantees |
Jiaming Qiu, Yingye Zheng and Ying-Qi Zhao
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| Scale Reliant Inference |
Michelle Pistner Nixon, Kyle C McGovern, Maxwell A Konnaris, Jeffrey Letourneau, Lawrence A David, Nicole A Lazar, Sayan Mukherjee and Justin D Silverman
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| Robust Spatiotemporal Epidemic Modeling with Integrated Adaptive Outlier Detection |
Haoming Shi, Shan Yu and Eric C. Chi
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| A functional landmark flexible-hazards cure model for individual dynamic prediction |
Can Xie, Ruosha Li, Jeffrey Morris, Nicholas Short, Hagop Kantarjian and Xuelin Huang
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