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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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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 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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Iterative Linear Quadratic Optimization for Nonlinear Control: Differentiable Programming Algorithmic Templates
Vincent Roulet, Siddhartha Srinivasa, Maryam Fazel, Zaid Harchaoui
Published 7/13/2022
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Inference after latent variable estimation for single-cell RNA sequencing data
Anna Neufeld, Lucy L. Gao, Joshua Popp, Alexis Battle, Daniela Witten
Published 7/1/2022
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On the validity of bootstrap uncertainty estimates in the Mallows-Binomial model
Michael Pearce, Elena A. Erosheva
Published 6/24/2022
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Limit theorems of Chatterjee's rank correlation
Zhexiao Lin, Fang Han
Published 4/17/2022
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Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm
Rahul Biswas, Eli Shlizerman
Published 4/10/2022
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Complexity Bounds of Iterative Linear Quadratic Optimization Algorithms for Discrete Time Nonlinear Control
Vincent Roulet, Siddhartha Srinivasa, Maryam Fazel, Zaid Harchaoui
Published 4/5/2022
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Estimating the Ratio of Means in a Zero-inflated Poisson Mixture Model
Michael D. Perlman
Published 3/26/2022
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Variable elimination, graph reduction and efficient g-formula
F. Richard Guo, Emilija Perkovic, Andrea Rotnitzky
Published 2/24/2022
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Variable elimination, graph reduction and efficient g-formula
F. Richard Guo, Emilija Perkovic, Andrea Rotnitzky
Published 2/24/2022
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On Optimal Early Stopping: Over-informative versus Under-informative Parametrization
Ruoqi Shen, Liyao Gao, Yi-An Ma
Published 2/20/2022
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Individualized treatment rules under stochastic treatment cost constraints
Hongxiang Qiu, Marco Carone, Alex Luedtke
Published 1/17/2022
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