Preprints

Dynamic Factor Models for Binary Data in Circular Spaces: An Application to the U.S. Supreme Court

Rayleigh Lei, Abel Rodriguez
Published 5/30/2023
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Easily Computed Marginal Likelihoods from Posterior Simulation Using the THAMES Estimator

Martin Metodiev, Marie Perrot-Dockès, Sarah Ouadah, Nicholas J. Irons, Adrian E. Raftery
Published 5/15/2023
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Estimating and Correcting Degree Ratio Bias in the Network Scale-up Method

Ian Laga, Jessica P. Kunke, Tyler H. McCormick, Xiaoyue Niu
Published 5/7/2023
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Tensor Recovery in High-Dimensional Ising Models

Tianyu Liu, Somabha Mukherjee, Rahul Biswas
Published 4/2/2023
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One-Step Estimation of Differentiable Hilbert-Valued Parameters

Alex Luedtke, Incheoul Chung
Published 3/29/2023
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On the failure of the bootstrap for Chatterjee's rank correlation

Zhexiao Lin, Fang Han
Published 3/24/2023
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On Weighted Orthogonal Learners for Heterogeneous Treatment Effects

Pawel Morzywolek, Johan Decruyenaere, Stijn Vansteelandt
Published 3/22/2023
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Skeleton Regression: A Graph-Based Approach to Estimation with Manifold Structure

Zeyu Wei, Yen-Chi Chen
Published 3/19/2023
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Comparing the Robustness of Simple Network Scale-Up Method (NSUM) Estimators

Jessica P. Kunke, Ian Laga, Xiaoyue Niu, Tyler H. McCormick
Published 3/13/2023
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Bayesian Age Category Reconciliation for Age- and Cause-specific Under-five Mortality Estimates

Shuxian Fan, Li Liu, Jamie Perin, Tyler H. McCormick
Published 2/21/2023
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Bayesian Active Questionnaire Design for Cause-of-Death Assignment Using Verbal Autopsies

Toshiya Yoshida, Trinity Shuxian Fan, Tyler McCormick, Zhenke Wu, Zehang Richard Li
Published 2/16/2023
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Potential Outcome and Decision Theoretic Foundations for Statistical Causality

Thomas S. Richardson, James M. Robins
Published 2/8/2023
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Convergence of uncertainty estimates in Ensemble and Bayesian sparse model discovery

L. Mars Gao, Urban Fasel, Steven L. Brunton, J. Nathan Kutz
Published 1/29/2023
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Modeling Preferences: A Bayesian Mixture of Finite Mixtures for Rankings and Ratings

Michael Pearce, Elena A. Erosheva
Published 1/23/2023
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Data thinning for convolution-closed distributions

Anna Neufeld, Ameer Dharamshi, Lucy L. Gao, Daniela Witten
Published 1/17/2023
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Rank-transformed subsampling: inference for multiple data splitting and exchangeable p-values

F. Richard Guo, Rajen D. Shah
Published 1/6/2023
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On regression-adjusted imputation estimators of the average treatment effect

Zhexiao Lin, Fang Han
Published 12/11/2022
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Asymptotically Normal Estimation of Local Latent Network Curvature

Steven Wilkins-Reeves, Tyler McCormick
Published 11/21/2022
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Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants

L. Mars Gao, J. Nathan Kutz
Published 11/18/2022
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Predicting Responses from Weighted Networks with Node Covariates in an Application to Neuroimaging

Daniel Kessler, Keith Levin, Elizaveta Levina
Published 10/31/2022
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Bayesian Hyperbolic Multidimensional Scaling

Bolun Liu, Shane Lubold, Adrian E. Raftery, Tyler H. McCormick
Published 10/26/2022
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Consistent Causal Inference from Time Series with PC Algorithm and its Time-Aware Extension

Rahul Biswas, Somabha Mukherjee
Published 10/14/2022
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Azadkia-Chatterjee's correlation coefficient adapts to manifold data

Fang Han, Zhihan Huang
Published 9/22/2022
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Confounder Selection: Objectives and Approaches

F. Richard Guo, Anton Rask Lundborg, Qingyuan Zhao
Published 8/29/2022
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SCONCE: A cosmic web finder for spherical and conic geometries

Yikun Zhang, Rafael S. de Souza, Yen-Chi Chen
Published 7/14/2022
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