Charles R. Doss

University of Minnesota — United States

Mathematics · Physical Sciences

6h-index202citations43works0.82yr avg
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Research Topics

Statistical Methods and Inference(26), Bayesian Methods and Mixture Models(12), Statistical Methods and Bayesian Inference(11), Advanced Statistical Methods and Models(7), Markov Chains and Monte Carlo Methods(5)

Publications43 total

Dynamic Linear Models for Wastewater-Based Epidemiology with Missing Values: an Application to Covid-19 Surveillance
Data Science in Science·2025Open Access
Doubly robust pointwise confidence intervals for a monotonic continuous treatment effect curve
arXiv (Cornell University)·2025Open Access
dlmwwbe: Dynamic Linear Model for Wastewater-Based Epidemiology
2025Open Access
Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
arXiv (Cornell University)·2025Open Access
Wastewater Measures of SARS-CoV-2 Accurately Predict Frequency of Symptomatic Infections in the Community
The Journal of Infectious Diseases·2025· 2 citedOpen Access
A nonparametric doubly robust test for a continuous treatment effect
The Annals of Statistics·2024· 1 cited
Doubly robust estimation and inference for a log-concave counterfactual density
arXiv (Cornell University)·2024Open Access
Wastewater Surveillance of SARS-CoV-2 in Minnesota
Water·2024· 3 citedOpen Access
Surveillance and Stability of SARS-CoV-2 Wastewater Samples in Minnesota
2023Open Access
A nonparametric doubly robust test for a continuous treatment effect
arXiv (Cornell University)·2022Open Access
Nonparametric Subset Scanning for Detection of Heteroscedasticity
Journal of Computational and Graphical Statistics·2022
Nonparametric Subset Scanning for Detection of Heteroscedasticity
Figshare·2022Open Access
Non-Parametric Subset Scanning for Detection of Heteroscedasticity
Figshare·2022Open Access
An Explicit Mean-Covariance Parameterization for Multivariate Response Linear Regression
Figshare·2022Open Access
An Explicit Mean-Covariance Parameterization for Multivariate Response Linear Regression
Figshare·2021Open Access
An Explicit Mean-Covariance Parameterization for Multivariate Response Linear Regression
Figshare·2021Open Access
An Explicit Mean-Covariance Parameterization for Multivariate Response Linear Regression
Journal of Computational and Graphical Statistics·2020· 4 citedOpen Access
Unmatched Monotone Regression [R package UMR version 1.0.0]
2020
Unlinked Monotone Regression
Repository for Publications and Research Data (ETH Zurich)·2020· 5 citedOpen Access
Bracketing numbers of convex and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e25" altimg="si4.svg"><mml:mi>m</mml:mi></mml:math>-monotone functions on polytopes
Journal of Approximation Theory·2020· 3 cited
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Frequent Co-authors

Guangwei Weng(9), Jon A. Wellner(8), Aaron J. Molstad(5), Adam J. Rothman(4), Mark J. Osborn(4), Timothy W. Schacker(4), Fadoua Balabdaoui(3), Shannon Champeau(3), Carolyn B. Meyer(3), Mason Hayden(3), Laura Landini(3), Stacey Stark(3), Sara M. Vetter(3), David Ouyang(3), Law Wan Chung(3), Edward McFowland(3), Daniel Huff(2), Lan Wang(2), Ira Moscovice(2), Tongtan Chantarat(2)