| Boosting Data Analytics with Synthetic Volume Expansion |
Xiaotong Shen, Yifei Liu, and Rex Shen
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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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| Assessing Influential Observations in Pain Prediction using fMRI Data |
Dongliang Zhang, Masoud Asgharian, and Martin A. Lindquist
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| B-BIND: Biophysical Bayesian Inference for Neurodegenerative Dynamics |
Anamika Agrawal, Victoria M. Rachleff, Kyle J. Travaglini, Shubhabrata Mukherjee, Paul K. Crane, Michael Hawrylycz, Dirk C. Keene, Ed Lein, Gonzalo Mena, and Mariano Ignacio Gabitto
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| A Bayesian Reinforcement Learning Framework for Optimizing the BCI-utility of P300 Brain-Computer Interfaces |
Bangyao Zhao, Yixin Wang, Jane Huggins, and Jian Kang
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| A Bayesian Joint Model of Multiple Longitudinal and Categorical Outcomes with Application to Multiple Myeloma Using Permutation-Based Variable Importance |
Danilo Alvares
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| Temporal Models for Estimation and Short-Term Forecasting of Neonatal Mortality Rates in Sub-Saharan Africa |
Katherine R Paulson, Geir-Arne Fuglstad, Zehang Richard Li, and Jonathan Wakefield
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| Analysing Dynamic Cross-Price Dependencies with a Markov-Switching Spatial Autoregressive Model |
Matteo Iacopini, Tamas Krisztin, and Philipp Piribauer
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| Bayesian Image-on-Image Regression via Deep Kernel Learning based Gaussian Processes |
Guoxuan Ma, Bangyao Zhao, Hasan Abu-Amara and Jian Kang
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| Moving Towards Automated Interstellar Boundary Explorer Data Selection with LOTUS |
Madeline A. Stricklin, Lauren J. Beesley, Brian P. Weaver, Kelly R. Moran, Dave Osthus, Paul H. Janzen, Grant David Meadors and Daniel B. Reisenfeld
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| Functional Mixture Regression Control Chart |
Christian Capezza, Fabio Centofanti, Davide Forcina, Antonio Lepore and Biagio Palumbo
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| Latent Class Analysis with Discrete Failure Time Model |
Qinmengge Li, Kevin He, Lam C. Tsoi and Jian Kang
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| Statistical Inference for Covariate-Adjusted and Interpretable Generalized Latent Factor Model with Application to Testing Fairness |
Jing Ouyang, Chengyu Cui, Kean Ming Tan and Gongjun Xu
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| k-Contact Distance for Noisy Nonhomogeneous Spatial Point Data with application to Repeating Fast Radio Burst sources from CHIME/FRB |
A. M. Cook, Dayi Li, Gwendolyn M. Eadie, David C. Stenning, Paul Scholz, Derek Bingham, Radu Craiu, B. M. Gaensler, Kiyoshi W. Masui, Ziggy Pleunis, Antonio Herrera-Martin, Ronniy C. Joseph, Ayush Pandhi, Aaron B. Pearlman and J. Xavier Prochaska
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| Integrative Learning of Linear Non-Gaussian Directed Acyclic Graphs with Application on Multi-Source Gene Regulatory Network Analysis |
Xuanyu Li, Sanguo Zhang, Mingyang Ren and Qingzhao Zhang
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| Multiply robust estimation for causal survival analysis with treatment noncompliance |
Chao Cheng, Bo Liu, Lisa Wruck, Fan Li and Fan Li
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| Inferring the effect of a randomised treatment on a recurrent event process under dependent censoring |
Wout Waterschoot, Andrea Callegaro, Luca Moraschini and Stijn Vansteelandt
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| Identification of Genetic Factors Associated with Corpus Callosum Morphology: Conditional Strong Independence Screening for Non-Euclidean Responses |
Zhe Gao, Jin Zhu, Yue Hu, Wenliang Pan and Xueqin Wang
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| Spatio-Temporal-Network Point Processes for Modeling Crime Events with Landmarks |
Zheng Dong, Jorge Mateu and Yao Xie
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| Latent Space Modeling for Human Disease Network with Temporal Variations: Analysis of Medicare Data |
Guojun Zhu, Ruiyue Wang, Rong Li, Sanguo Zhang, Shuangge Ma, Guanzhong Qiao and Hao Mei
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| Quantiled conditional variance, skewness, and kurtosis by Cornish-Fisher expansion |
Ningning Zhang and Ke Zhu
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| Ranking and Selection in Large- Scale Inference of Heteroscedastic Units |
Wenguang Sun
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| Neural Posterior Estimation with Autoregressive Tiling for Detecting Objects in Astronomical Images |
Jeffrey Regier
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| Random forests and mixed effects random forests for small area estimation of general parameters: A poverty mapping case study in Mozambique |
Patrick Krennmair, Nora Würz, Timo Schmid and Nikos Tzavidis
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| Feature Augmentations for High-Dimensional Learning: Applications to Stock Market Prediction Using Chinese News Data |
Xiaonan Zhu, Bingyan Wang and Jianqing Fan
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| A Data Envelopment Analysis Approach for Assessing Fairness in Resource Allocation: Application to Kidney Exchange Programs |
Ali Kaazempur-Mofrad and Xiaowu Dai
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| Asymptotically Efficient Data-adaptive Penalized Shrinkage Estimation with Application to Causal Inference |
Herbert P. Susmann, Yiting Li, Mara A. McAdams-DeMarco, Wenbo Wu and Iván Díaz
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| Stratified Regression Analysis of Zero-truncated Recurrent Event Data |
Anqi A Chen, X Joan Hu and Rhonda J Rosychuk
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| A Blockwise Mixed Membership Model for Multivariate Longitudinal Data: Discovering Clinical Heterogeneity and Identifying Parkinson’s Disease Subtypes |
Kai Kang and Yuqi Gu
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| NFL Ghosts: A framework for evaluating defender positioning with conditional density estimation |
Ronald Yurko, Quang Nguyen and Konstantinos Pelechrinis
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| A General Framework for Investigating Neurodevelopment of Brain Functional Networks using Multi-site and Longitudinal Neuroimaging |
Joshua Lukemire, Yaotian Wang and Ying Guo
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| Semiparametric Analysis of Interval-Censored Data Subject to Inaccurate Diagnoses with A Terminal Event |
Yuhao Deng, Donglin Zeng and Yuanjia Wang
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| Small Area Estimation of Education Levels in Low- and Middle-Income Countries |
Yunhan Wu , Ameer Dharamshi and Jon Wakefield
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| Bridging the gap: Enhancing the generalizability of epigenetic clocks through transfer learning |
Lan Luo, Lulu Shang, Jaclyn M. Goodrich, Karen E. Peterson and Peter X.K. Song
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| Temperature in the Iberian Peninsula: Trend, seasonality, and heterogeneity |
C. Vladimir Rodríguez Caballero and Esther Ruiz
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| Bayesian selection and refitting of reference mutational signatures in cancer genomics |
Min Hua and Bin Zhu
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| Multilevel Functional Distributional Models with Application to Continuous Glucose Monitoring in Diabetes Clinical Trials |
Marcos Matabuena Rodríguez and Ciprian Crainiceanu
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| BSNMani: Bayesian Scalar-on-network Regression with Manifold Learning |
Yijun Li, Ki Sueng Choi, Boadie W. Dunlop, Wade Edward Craighead, Helen S. Mayberg, Lana Garmire, Ying Guo and Jian Kang
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| Environmental Risk Assessment via Nonhomogeneous Hidden Semi-Markov Models With Penalized Vector Auto-Regression |
Marco Mingione, Pierfrancesco Alaimo Di Loro, Francesco Lagona and Antonello Maruotti
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| Regionalization of China’s pm2:5: A Robust Functional Clustering With Angular Depth |
Tingyin Wang, Xueqin Wang, Xiaobo Guo and Heping Zhang
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| High-dimensional locally stationary models for identifying neuroimaging biomarkers in Autism Spectrum Disorder |
Zichang Xiang, Raanju Sundararajan and Hernando Ombao
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| Regression Analysis of Case K Interval-Censored Failure Time Data With Random Change Point and Informative Censoring |
Mingyue Du, Yichen Lou and Jianguo Sun
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| Model-Free Inference for Characterizing Protein Mutations through a Coevolutionary Lens |
Fan Yang, Zhao Ren, Wen Zhou, Kejue Jia and Robert Jernigan
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| A Partially Collapsed Gibbs Sampling algorithm for Regression with Misreported Response |
Jiaying Wang, Weining Shen and Yuan Wang
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| MANDERA: Malicious Node Detection in Federated Learning via Ranking |
Wanchuang Zhu, Benjamin Zi Hao Zhao, Simon Luo and Ke Deng
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| Explainable Parameter Calibration via Importance-Driven Sequential Design with an Application to Building Energy Systems |
Cheoljoon Jeong and Eunshin Byon
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| 3d Bivariate Spatial Modelling of Argo Ocean Temperature and Salinity Profiles |
Mary Lai O Salvana, Jian Cao and Mikyoung Jun
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| Dynamic Classification of Latent Disease Progression with Auxiliary Surrogate Labels |
Zexi Cai, Donglin Zeng, Karen S Marder, Lawrence S Honig and Yuanjia Wang
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| Do Large Language Models (Really) Need Statistical Foundations? |
Weijie Su
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