2024 |
Temporal Models for Demographic and Global Health Outcomes in Multiple Populations: Introducing the Normal-with-Optional-Shrinkage Data Model Class
Leontine Alkema, Herbert Susmann, and Evan Ray. arXiv preprint arXiv:2411.18646.
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2024 |
Statistical Demography Meets Ministry of Health: The Case of the Family Planning Estimation Tool
Leontine Alkema, Herbert Susmann, Evan Ray, Shauna Mooney, Niamh Cahill, Kristin Bietsch, A.A. Jayachandran, Rogers Kagimu, Priya Emmart, Zenon Mujani, Khan Muhammad, Brighton Muzavazi, Rebecca Rosenberg, John Stover, Emily Sonneveldt. arXiv preprint arXiv:2501.00007.
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2024 |
Causal-DRF: Conditional Kernel Treatment Effect Estimation using Distributional Random Forest.
Jeffrey Näf and Herbert Susmann. arXiv preprint arXiv:2411.08778.
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2024 |
Longitudinal
Generalizations of the Average Treatment Effect on the Treated for Multi-valued
and Continuous Treatments.
Herbert Susmann, Nicholas T. Williams, Kara E. Rudolph, and Iván Díaz. arXiv preprint arXiv:2405.06135.
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2024 |
Doubly Robust Nonparametric Efficient Estimation for Provider Evaluation.
Herbert Susmann, Yiting Li, Mara A. McAdams-DeMarco, Iván Díaz, and Wenbo
Wu. arXiv preprint arXiv:2410.19073.
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2024 |
Flexibly Modeling Shocks to Demographic and Health Indicators with Bayesian Shrinkage Priors.
Herbert Susmann and Leontine Alkema. arXiv preprint arXiv:2410.09217.
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2024 |
Bayesian Projection of Refugee and Asylum Seeker Populations.
Herbert Susmann and Adrian Raftery. arXiv preprint arXiv:2405.06857.
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2023 |
Quantile Super Learning for independent and online settings with application to solar power forecasting.
Herbert Susmann and Antoine Chambaz. arXiv preprint arXiv:2310.19343.
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2023 |
A Bayesian analysis of current duration data with reporting issues: an application to estimating the distribution of time-between-sex from time-since-last-sex data as collected in cross-sectional surveys in low- and middle-income countries.
Chi Hyun Lee, Herbert Susmann, and Leontine Alkema. arXiv preprint arXiv:2302.00951.
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2023 |
Inference in Marginal Structural Models by Automatic Targeted Bayesian and Minimum Loss-Based Estimation. Herbert Susmann and Antoine Chambaz. arXiv preprint arXiv:2301.10630.
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2023 |
Flexible
Modeling of Demographic Transition Processes with a Bayesian Hierarchical
Penalized B-splines Model.
Herbert Susmann and Leontine Alkema. arXiv preprint arXiv:2301.09694. |
2024 |
Probabilistic Prediction of Arrivals and Hospitalizations in Emergency Departments in Île-de-France. Herbert Susmann, Antoine Chambaz, Julie Josse, Mathias Wargon, Philippe Aegerter and Emmanuel Bacry. International Journal of Medical Informatics.
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2024 |
AdaptiveConformal: An R Package for Adaptive Conformal Inference.
Herbert Susmann, Antoine Chambaz, and Julie Josse. COMPUTO. [arXiv] |
2023 |
New Measures for Family Planning and Exposure to Risk of
Pregnancy Based on Sexual Activity and Contraceptive Use Data. Chi Hyun
Lee, Herbert Susmann, and Leontine Alkema. Studies in Family Planning. |
2022 |
Temporal models for demographic and global health outcomes in multiple populations: Introducing a new framework to review and standardize documentation of model assumptions and facilitate model comparison. Herbert Susmann, Monica Alexander, and Leontine Alkema. International Statistical Review. [ArXiv] |
2021 |
Outcomes from Returning Individual versus Only Study-Wide Biomonitoring Results in an Environmental Exposure Study Using the Digital Exposure Report-Back Interface (DERBI). Julia Green Brody, Piera Cirillo, Katherine Boronow, Laurie Havas, Marj Plumb, Herbert Susmann, Krzysztof Gajos, Barbara Cohn. Environmental Health Perspectives. |
2020 |
Consumer behavior and exposure to parabens, bisphenols, triclosan, dichlorophenols, and benzophenone-3: Results from a crowdsourced biomonitoring study. Robin Dodson, Katherine Boronow, Herbert Susmann, Julia Udesky, Kathryn Rodgers, David Weller, Million Woudneh, Julia Green Brody, and Ruthann Rudel. International Journal of Hygiene and Environmental Health. |
2019 |
Dietary habits related to food packaging and population exposure to PFASs. Herbert Susmann, Laurel Schaider, Kathryn Rodgers, and Ruthann Rudel. Environmental Health Perspectives. Erratum |
2017 |
DERBI: a digital method to help researchers offer "right-to-know" personal exposure results. Katherine Boronow, Herbert Susmann, Krzysztof Gajos, Ruthann Rudel, Kenneth Arnold, Phil Brown, Rachel Morello-Frosch, Laurie Havas, and Julia Green Brody. Environmental Health Perspectives. |
2013 |
rlme: An R package for rank-based estimation and prediction in random effects nested models. Yusuf Bilgic and Herbert Susmann. The R Journal. |
2024 |
Targeted Bayesian Learning for Causal Inference: The Best of Both Worlds? Herbert Susmann. In the invited session Novel and Flexible Bayesian Approaches for Causal Inference in Complex Settings, ISBA 2024, Venice, Italy. [slides] |
2022 |
Flexible Modeling of Transition Processes via Bayesian Spline Rate Models. Herbert Susmann and Leontine Alkema. European Demography Conference 2022. [slides] |
2022 |
Un Estimateur Ciblé Général pour les Modèles Structurels Marginaux [General Targeted Estimation for Marginal Structural Models]. Herbert Susmann and Antoine Chambaz. 9ème Rencontres des Jeunes Statisticien.ne.s 2022.
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2021 |
Estimation Bayésienne Ciblée de Modèles Structurels Marginaux [Bayesian Targeted Estimation of Marginal Structural Models]. Herbert Susmann and Antoine Chambaz. Forum des Jeunes Mathématicien.ne.s 2021.
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2021 |
Estimating Demographic and Global Health Indicators for Multiple Countries and Periods in the Context of Missing Data and Data Quality Issues: Introducing a Class of Temporal Models for Multiple Populations to Facilitate Model Comparison. Herbert Susmann, Monica Alexander, Leontine Alkema. Population Association of America (PAA) Annual Meeting 2021. [slides] |
2019 |
Point-Process Analysis of Modern Contraceptive Use in the Lake Victoria Region of East Africa. Herbert Susmann, Krzysztof Sakrejda, Chuchu Wei, Leontine Alkema. Population Association of America Annual Meeting 2019. |
2017 |
Increasing Access to Environmental Health Knowledge Through Smartphone Results Reports. Kathryn Boronow, Herbert Susmann, Piera Cirillo, Nickilou Krigbaum, Laurie Havas, Barbara Cohn, Julia Green Brody. Breast Cancer and the Environment Research Program 12th Annual Meeting 2017. |
2017 |
DERBI: A digital framework for personalizing exposure reports at the individual and community levels. Julia Green Brody, Herbert Susmann, Kathryn Boronow, Jennie Ohayon. International Society of Exposure Scientists (ISES) Annual Meeting 2017. |
2017 |
Fluorinated compounds are common in U.S. fast food packaging and potentially
contribute to population-wide PFAS exposure. Laurel Schaider, Simona Balan, Arlene Blum, Herbert Susmann, David Andrews, Mark Stryar, Ruthann Rudel, Robin Dodson, Graham Peaslee. International Society of Exposure Scientists (ISES) Annual Meeting 2017. |
2015 |
DERBI, a New Digital
Reporting Tool, Helps Study Participants and Researchers See Insights about Personal Exposure. JG Brody, HP Susmann, Ruthann Rudel, Kenneth Arnold, Serena Ryan, Krzysztof Gajos. International Society of Exposure Scientists (ISES) Annual Meeting 2015.
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2014 |
Computational Techniques for the Analysis of Big Data in R: A Case
Study of the rlme Package. Herbert Susmann, Yusuf Bilgic. UP-Stat 2014. |