% Publications of Charles R. Doss -- generated from the website's papers.bib

@article{doss2026jrssbdiscussion,
  author  = {Doss, Charles R. and Huling, Jared D.},
  title   = {Charles R. Doss and Jared D. Huling's contribution to the discussion of `Augmented balancing weights as linear regression' by Bruns-Smith, Dukes, Feller, and Ogburn},
  journal = {Journal of the Royal Statistical Society, Series B},
  year    = {2026},
  volume  = {88},
  number  = {3},
  pages   = {728--730},
  doi     = {10.1093/jrsssb/qkag024}
}

@inproceedings{du2026icecream,
  author        = {Du, Jin and Chen, Li and Xian, Xun and Luo, An and Tian, Fangqiao and Wang, Ganghua and Doss, Charles R. and Shen, Xiaotong and Ding, Jie},
  title         = {Ice Cream Doesn't Cause Drowning: Benchmarking {LLMs} Against Statistical Pitfalls in Causal Inference},
  booktitle     = {International Conference on Learning Representations (ICLR)},
  year          = {2026},
  eprint        = {2505.13770},
  archiveprefix = {arXiv}
}

@article{doss2026drci,
  author        = {Doss, Charles R.},
  title         = {Doubly robust pointwise confidence intervals for a monotonic continuous treatment effect curve},
  journal       = {Journal of the American Statistical Association},
  year          = {2026},
  note          = {Theory and Methods},
  doi           = {10.1080/01621459.2026.2639735},
  eprint        = {2508.08415},
  archiveprefix = {arXiv}
}

@article{ouyang2025dlm,
  author  = {Ouyang, Difan and Chung, Lappui and Osborn, Mark J. and Schacker, Timothy W. and Doss, Charles R.},
  title   = {Dynamic linear models for wastewater-based epidemiology with missing values: an application to {COVID-19} surveillance},
  journal = {Data Science in Science},
  year    = {2025},
  volume  = {4},
  number  = {1},
  doi     = {10.1080/26941899.2025.2562199}
}

@article{doss2024drtest,
  author        = {Doss, Charles R. and Weng, Guangwei and Wang, Lan and Moscovice, Ira and Chantarat, Tongtan},
  title         = {A nonparametric doubly robust test for a continuous treatment effect},
  journal       = {The Annals of Statistics},
  year          = {2024},
  volume        = {52},
  number        = {4},
  pages         = {1592--1615},
  doi           = {10.1214/24-aos2405},
  eprint        = {2202.03369},
  archiveprefix = {arXiv}
}

@article{doss2022subsetscan,
  author  = {Doss, Charles R. and McFowland III, Edward},
  title   = {Non-parametric subset scanning for detection of heteroscedasticity},
  journal = {Journal of Computational and Graphical Statistics},
  year    = {2022},
  volume  = {31},
  number  = {3},
  pages   = {813--823},
  doi     = {10.1080/10618600.2022.2026779}
}

@article{molstad2021meancov,
  author        = {Molstad, Aaron J. and Weng, Guangwei and Doss, Charles R. and Rothman, Adam J.},
  title         = {An explicit mean-covariance parameterization for multivariate response linear regression},
  journal       = {Journal of Computational and Graphical Statistics},
  year          = {2021},
  volume        = {30},
  number        = {3},
  pages         = {612--621},
  doi           = {10.1080/10618600.2020.1853551},
  eprint        = {1808.10558},
  archiveprefix = {arXiv}
}

@article{balabdaoui2021unlinked,
  author        = {Balabdaoui, Fadoua and Doss, Charles R. and Durot, C{\'e}cile},
  title         = {Unlinked monotone regression},
  journal       = {Journal of Machine Learning Research},
  year          = {2021},
  volume        = {22},
  number        = {172},
  pages         = {1--60},
  url           = {https://jmlr.org/papers/v22/20-689.html},
  eprint        = {2007.00830},
  archiveprefix = {arXiv}
}

@article{doss2020bracketing,
  author        = {Doss, Charles R.},
  title         = {Bracketing numbers of convex and $m$-monotone functions on polytopes},
  journal       = {Journal of Approximation Theory},
  year          = {2020},
  volume        = {256},
  pages         = {105425},
  doi           = {10.1016/j.jat.2020.105425},
  eprint        = {1506.00034},
  archiveprefix = {arXiv}
}

@article{doss2019concave,
  author        = {Doss, Charles R.},
  title         = {Concave regression: value-constrained estimation and likelihood ratio-based inference},
  journal       = {Mathematical Programming},
  year          = {2019},
  volume        = {174},
  number        = {1--2},
  pages         = {5--39},
  doi           = {10.1007/s10107-018-1338-5},
  eprint        = {1805.09873},
  archiveprefix = {arXiv}
}

@article{doss2019mode,
  author        = {Doss, Charles R. and Wellner, Jon A.},
  title         = {Inference for the mode of a log-concave density},
  journal       = {The Annals of Statistics},
  year          = {2019},
  volume        = {47},
  number        = {5},
  pages         = {2950--2976},
  doi           = {10.1214/18-aos1770},
  eprint        = {1611.10348},
  archiveprefix = {arXiv}
}

@article{doss2019symmetric,
  author        = {Doss, Charles R. and Wellner, Jon A.},
  title         = {Univariate log-concave density estimation with symmetry or modal constraints},
  journal       = {Electronic Journal of Statistics},
  year          = {2019},
  volume        = {13},
  number        = {2},
  pages         = {2391--2461},
  doi           = {10.1214/19-ejs1574},
  eprint        = {1611.10335},
  archiveprefix = {arXiv}
}

@article{doss2018bandwidth,
  author        = {Doss, Charles R. and Weng, Guangwei},
  title         = {Bandwidth selection for kernel density estimators of multivariate level sets and highest density regions},
  journal       = {Electronic Journal of Statistics},
  year          = {2018},
  volume        = {12},
  number        = {2},
  pages         = {4313--4376},
  doi           = {10.1214/18-ejs1501},
  eprint        = {1806.00731},
  archiveprefix = {arXiv}
}

@article{balabdaoui2018mixture,
  author        = {Balabdaoui, Fadoua and Doss, Charles R.},
  title         = {Inference for a two-component mixture of symmetric distributions under log-concavity},
  journal       = {Bernoulli},
  year          = {2018},
  volume        = {24},
  number        = {2},
  pages         = {1053--1071},
  doi           = {10.3150/16-bej864},
  eprint        = {1411.4708},
  archiveprefix = {arXiv}
}

@article{doss2016rates,
  author        = {Doss, Charles R. and Wellner, Jon A.},
  title         = {Global rates of convergence of the {MLEs} of log-concave and $s$-concave densities},
  journal       = {The Annals of Statistics},
  year          = {2016},
  volume        = {44},
  number        = {3},
  pages         = {954--981},
  doi           = {10.1214/15-aos1394},
  eprint        = {1306.1438},
  archiveprefix = {arXiv}
}

@article{doss2014mcmc,
  author        = {Doss, Charles R. and Flegal, James M. and Jones, Galin L. and Neath, Ronald C.},
  title         = {{Markov} chain {Monte Carlo} estimation of quantiles},
  journal       = {Electronic Journal of Statistics},
  year          = {2014},
  volume        = {8},
  number        = {2},
  pages         = {2448--2478},
  doi           = {10.1214/14-ejs957},
  eprint        = {1207.6432},
  archiveprefix = {arXiv}
}

@article{doss2013dobad,
  author        = {Doss, Charles R. and Suchard, Marc A. and Holmes, Ian and Kato-Maeda, Midori and Minin, Vladimir N.},
  title         = {Fitting birth-death processes to panel data with applications to bacterial {DNA} fingerprinting},
  journal       = {The Annals of Applied Statistics},
  year          = {2013},
  volume        = {7},
  number        = {4},
  pages         = {2315--2335},
  doi           = {10.1214/13-aoas673},
  eprint        = {1009.0893},
  archiveprefix = {arXiv}
}

@unpublished{zhang2026principal,
  author        = {Zhang, Rui and Doss, Charles R. and Huling, Jared D.},
  title         = {Estimation of heterogeneous principal effects under principal ignorability},
  year          = {2026},
  eprint        = {2603.08963},
  archiveprefix = {arXiv},
  note          = {Submitted}
}

@unpublished{doss2026flatness,
  author = {Doss, Charles R. and VandenBerg, R. Oliver},
  title  = {Likelihood ratio tests for monotonic functions with regions of flatness},
  year   = {2026},
  note   = {Submitted}
}

@unpublished{doss2025activesampling,
  author = {Doss, Charles R. and Zhu, Qiuyun},
  title  = {Active sampling for change-point detection},
  year   = {2025},
  note   = {Submitted}
}

@unpublished{ham2024counterfactual,
  author        = {Ham, Daeyoung and Westling, Ted and Doss, Charles R.},
  title         = {Doubly robust estimation and inference for a log-concave counterfactual density},
  year          = {2024},
  eprint        = {2403.19917},
  archiveprefix = {arXiv},
  note          = {Submitted}
}

@unpublished{doss-vandenberg-bands,
  author = {Doss, Charles R. and VandenBerg, R. Oliver},
  title  = {Confidence bands for a continuous treatment effect curve based on shape constraints},
  note   = {In preparation}
}

@unpublished{albrecht-doss-nachtsheim-design,
  author = {Albrecht, Thomas A. and Doss, Charles R. and Nachtsheim, Christopher J.},
  title  = {Discrete choice experimental design using a tournament framework},
  note   = {In preparation}
}

@unpublished{ham-doss-argmax,
  author = {Ham, Daeyoung and Doss, Charles R.},
  title  = {Inference for the argmax of a concave function},
  note   = {In preparation}
}

@unpublished{doss-ouyang-ot-changepoint,
  author = {Doss, Charles R. and Ouyang, Difan},
  title  = {Nonparametric changepoint detection for multivariate distributions using optimal transportation},
  note   = {In preparation}
}

@unpublished{doss-geyer-convex,
  author = {Doss, Charles R. and Geyer, Charles J.},
  title  = {On the asymptotics of convex stochastic optimization},
  note   = {In preparation}
}

@article{ouyang2026lineage,
  author  = {Ouyang, Difan and Morris, Keeley J. and Osborn, Mark J. and Schacker, Timothy W. and Doss, Charles R.},
  title   = {Viral lineage features can enhance the detection of {COVID-19} surges via machine learning},
  journal = {AJE Advances},
  year    = {2026}
}

@article{doss2025wastewaterjid,
  author  = {Doss, Charles R. and Osborn, Mark J. and Stark, Stacey and Rhein, Joshua and Donkersgoed, Jacalynn and Budde, Donna and Champeau, Shannon and Meyer, Carolyn and Hayden, Mason and Landini, Laura and Ouyang, Difan and Chung, Lappui and Tang, Yi and Vetter, Sara and Schacker, Timothy W.},
  title   = {Wastewater measures of {SARS-CoV-2} accurately predict frequency of symptomatic infections in the community},
  journal = {The Journal of Infectious Diseases},
  year    = {2025},
  volume  = {232},
  number  = {3},
  pages   = {e459--e465},
  doi     = {10.1093/infdis/jiaf242}
}

@article{osborn2024wastewater,
  author  = {Osborn, Mark J. and Champeau, Shannon and Meyer, Carolyn and Hayden, Mason and Landini, Laura and Stark, Stacey and Preekett, Stephanie and Vetter, Sara and Zirnhelt, Zachary and Meyer, Stephanie and Huff, Daniel and Schacker, Timothy W. and Doss, Charles R.},
  title   = {Wastewater surveillance of {SARS-CoV-2} in {Minnesota}},
  journal = {Water},
  year    = {2024},
  volume  = {16},
  number  = {4},
  pages   = {541},
  doi     = {10.3390/w16040541}
}

@article{griffing2014sharks,
  author  = {Griffing, Dave and Larson, Shawn and Hollander, Joel and Carpenter, Tim and Christiansen, Jeff and Doss, Charles R.},
  title   = {Observations on abundance of bluntnose sixgill sharks, \emph{Hexanchus griseus}, in an urban waterway in {Puget Sound}, 2003--2005},
  journal = {PLoS ONE},
  year    = {2014},
  volume  = {9},
  number  = {1},
  pages   = {e87081},
  doi     = {10.1371/journal.pone.0087081}
}