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Preprints

Explaining Differences in Voting Patterns Across Voting Domains Using Hierarchical Bayesian Models

Erin Lipman, Scott Moser, Abel Rodriguez
Published 12/22/2023
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Inferring Causality from Time Series data based on Structural Causal Model and its application to Neural Connectomics

Rahul Biswas, SuryaNarayana Sripada, Somabha Mukherjee
Published 12/15/2023
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On Rosenbaum's Rank-based Matching Estimator

Matias D. Cattaneo, Fang Han, Zhexiao Lin
Published 12/12/2023
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Feasible contact tracing

Aparajithan Venkateswaran, Jishnu Das, Tyler H. McCormick
Published 12/9/2023
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On the Interplay Between Stepsize Tuning and Progressive Sharpening

Vincent Roulet, Atish Agarwala, Fabian Pedregosa
Published 11/30/2023
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On the adaptation of causal forests to manifold data

Yiyi Huo, Yingying Fan, Fang Han
Published 11/27/2023
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Conditional Adjustment in a Markov Equivalence Class

Sara LaPlante, Emilija Perkovic
Published 11/10/2023
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On propensity score matching with a diverging number of matches

Yihui He, Fang Han
Published 10/21/2023
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Anti-concentration of Suprema of Gaussian Processes and Gaussian Order Statistics

Alexander Giessing
Published 10/18/2023
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Respondent-Driven Sampling: An Overview in the Context of Human Trafficking

Jessica P. Kunke, Adam Visokay, Tyler H. McCormick
Published 9/28/2023
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Improvements on Scalable Stochastic Bayesian Inference Methods for Multivariate Hawkes Process

Alex Ziyu Jiang, Abel Rodríguez
Published 9/26/2023
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Confounder selection via iterative graph expansion

F. Richard Guo, Qingyuan Zhao
Published 9/12/2023
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Efficient Inference on High-Dimensional Linear Models with Missing Outcomes

Yikun Zhang, Alexander Giessing, Yen-Chi Chen
Published 9/12/2023
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Gaussian and Bootstrap Approximations for Suprema of Empirical Processes

Alexander Giessing
Published 9/3/2023
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A Bootstrap Hypothesis Test for High-Dimensional Mean Vectors

Alexander Giessing, Jianqing Fan
Published 9/3/2023
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A Novel Class of Unfolding Models for Binary Preference Data

Rayleigh Lei, Abel Rodriguez
Published 8/30/2023
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Data fusion using weakly aligned sources

Sijia Li, Peter B. Gilbert, Alex Luedtke
Published 8/28/2023
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Causally Sound Priors for Binary Experiments

Nicholas J. Irons, Carlos Cinelli
Published 8/25/2023
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General Covariance-Based Conditions for Central Limit Theorems with Dependent Triangular Arrays

Arun G. Chandrasekhar, Matthew O. Jackson, Tyler H. McCormick, Vydhourie Thiyageswaran
Published 8/23/2023
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Computational Inference for Directions in Canonical Correlation Analysis

Daniel Kessler, Elizaveta Levina
Published 8/22/2023
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Model Selection over Partially Ordered Sets

Armeen Taeb, Peter BÜhlmann, Venkat Chandrasekaran
Published 8/20/2023
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Dual Gauss-Newton Directions for Deep Learning

Vincent Roulet, Mathieu Blondel
Published 8/17/2023
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Negative binomial count splitting for single-cell RNA sequencing data

Anna Neufeld, Joshua Popp, Lucy L. Gao, Alexis Battle, Daniela Witten
Published 7/24/2023
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Application of Time-Aware PC algorithm to compute Causal Functional Connectivity in Alzheimer's Disease from fMRI data

Rahul Biswas, SuryaNarayana Sripada
Published 7/1/2023
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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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