EconBase
← All authors

Daniel B. Neill

Wagner College (per OpenAlex) · ORCID · OpenAlex

27 papers in scope · 26 published · 1 on the econ.EM arXiv · 841 citations · h-index 14 (over the papers listed here)

Papers

(1 of 27)

Identifying demographic predictors of increased non-fatal opioid overdose risk among New York State Medicaid enrollees following the COVID-19 pandemic: an analysis of heterogeneous treatment effects
published2026 · Epidemiology
with John R. Pamplin, Katherine Wheeler-Martin, Allison Perry, Zachary L. Mannes, Noa Krawczyk, Stephen Crystal, Deborah S. Hasin, Silvia S. Martins, R. Shroff, Magdalena Cerdá
Epidemiology
Investigating heterogeneous effects of an expanded methadone access policy with opioid treatment program retention: a Rhode Island population-based retrospective cohort study
published2025 · American Journal of Epidemiology · 1 citations
with Bennett Allen, Noa Krawczyk, Cale Basaraba, Victoria Jent, Jesse L. Yedinak, William C. Goedel, Maxwell S. Krieger, Claire Pratty, Alexandria Macmadu, Elizabeth A. Samuels, Brandon D. L. Marshall, Magdalena Cerdá, …
American Journal of Epidemiology
Median Breslow thickness during, post and pre-COVID-19 lockdown and correlation with socioeconomic factors.
published2024 · Journal of Clinical Oncology
with Georgiana Marusca, Hunter Dlugas, Seongho Kim, Julie J. Ruterbusch, Diana Duque, Darius Mehregan, Steven Daveluy, Steve Kim, Ammar Sukari, Lawrence E. Flaherty, Yusra F. Shao
Journal of Clinical Oncology
Housing-Sensitive Health Conditions Can Predict Poor-Quality Housing
published2024 · Health Affairs · 5 citations
with Ougni Chakraborty, Kacie Dragan, Ingrid Gould Ellen, Sherry Glied, Renata E. Howland, Scarlett Sijia Wang
Health Affairs
PROVIDENT: Development and Validation of a Machine Learning Model to Predict Neighborhood-level Overdose Risk in Rhode Island
published2024 · Epidemiology · 13 citations
with Bennett Allen, Robert C. Schell, Victoria Jent, Maxwell S. Krieger, Claire Pratty, Benjamin D. Hallowell, William C. Goedel, Melissa Basta, Jesse L. Yedinak, Yu Li, Abigail R. Cartus, Brandon D. L. Marshall, …
Epidemiology
Provable Detection of Propagating Sampling Bias in Prediction Models
published2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 6 citations
with Pavan Ravishankar, Qingyu Mo, Edward McFowland
Proceedings of the AAAI Conference on Artificial Intelligence
Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data
published2023 · Proceedings of the AAAI Conference on Artificial Intelligence
with Katie Rosman
Proceedings of the AAAI Conference on Artificial Intelligence
Translating Predictive Analytics for Public Health Practice: A Case Study of Overdose Prevention in Rhode Island
published2023 · American Journal of Epidemiology · 14 citations
with Bennett Allen, Robert C. Schell, Jennifer Ahern, Benjamin D. Hallowell, Maxwell S. Krieger, Victoria Jent, William C. Goedel, Abigail R. Cartus, Jesse L. Yedinak, Claire Pratty, Brandon D. L. Marshall, Magdalena Cerdá, …
American Journal of Epidemiology
SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss
published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 11 citations · first circulated 2021
with Konstantin Klemmer, Tianlin Xu, Beatrice Acciaio
Proceedings of the AAAI Conference on Artificial Intelligence
Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs
published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 3 citations
with Chunpai Wang, Feng Chen
Proceedings of the AAAI Conference on Artificial Intelligence
Efficient Optimization of Partition Scan Statistics via the Consecutive Partitions Property
published2022 · Journal of Computational and Graphical Statistics · 1 citations
with Charles A. Pehlivanian
Journal of Computational and Graphical Statistics
Identifying Predictors of Opioid Overdose Death at a Neighborhood Level With Machine Learning
published2021 · American Journal of Epidemiology · 48 citations
with Robert C. Schell, Bennett Allen, William C. Goedel, Benjamin D. Hallowell, Rachel P. Scagos, Yu Li, Maxwell S. Krieger, Brandon D. L. Marshall, Magdalena Cerdá, Jennifer Ahern
American Journal of Epidemiology
Support vector subset scan for spatial pattern detection
published2020 · Computational Statistics & Data Analysis · 5 citations
with Dylan Fitzpatrick, Yun Ni
Computational Statistics & Data Analysis
Big Data Analytics and the Struggle for Equity in Health Care: The Promise and Perils
published2020 · Health Equity · 40 citations
with Said A. Ibrahim, Mary E. Charlson
Health Equity
Discovering anomalous patterns in large digital pathology images
published2018 · Statistics in Medicine · 15 citations
with Sriram Somanchi, Anil V. Parwani
Statistics in Medicine
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data
published2018 · International Conference on Artificial Intelligence and Statistics · 11 citations
with William Herlands, Edward McFowland, Andrew Gordon Wilson
International Conference on Artificial Intelligence and Statistics
Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection
working paper2018 · arXiv · 11 citations
with Edward McFowland, Sriram Somanchi
Paper profile arXiv arXiv:1803.09159
Gaussian Processes for Independence Tests with Non-iid Data in Causal Inference
published2015 · ACM Transactions on Intelligent Systems and Technology · 33 citations
with Seth Flaxman, Alexander J. Smola
ACM Transactions on Intelligent Systems and Technology
Machine Learning Approaches for Early DRG Classification and Resource Allocation
published2015 · INFORMS journal on computing · 63 citations
with Daniel Gärtner, Rainer Kolisch, Rema Padman
INFORMS journal on computing
Penalized Fast Subset Scanning
published2015 · Journal of Computational and Graphical Statistics · 31 citations
with Skyler Speakman, Sriram Somanchi, Edward McFowland
Journal of Computational and Graphical Statistics
Scalable Detection of Anomalous Patterns With Connectivity Constraints
published2014 · Journal of Computational and Graphical Statistics · 42 citations
with Skyler Speakman, Edward McFowland
Journal of Computational and Graphical Statistics
Fast subset scan for multivariate event detection
published2012 · Statistics in Medicine · 43 citations
with Edward McFowland, Huanian Zheng
Statistics in Medicine
Fast Subset Scan for Spatial Pattern Detection
published2012 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 205 citations
Journal of the Royal Statistical Society Series B (Statistical Methodology)
Fast Bayesian scan statistics for multivariate event detection and visualization
published2011 · Statistics in Medicine · 42 citations
Statistics in Medicine
A multivariate Bayesian scan statistic for early event detection and characterization
published2009 · Machine Learning · 90 citations
with Gregory F. Cooper
Machine Learning
Expectation-based scan statistics for monitoring spatial time series data
published2009 · International Journal of Forecasting · 89 citations
International Journal of Forecasting
A Bayesian network model for spatial event surveillance
published2009 · International Journal of Approximate Reasoning · 19 citations
with Xia Jiang, Gregory F. Cooper
International Journal of Approximate Reasoning

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.