For a complete list please see Google Scholar .

Preprints

• Collapsed Kernel Machine Regression

  McGee, Glen, Coull, Brent A., and Wilson, Ander

  2024

  [arXiv]

  
  
• Smooth and shape-constrained quantile distributed lag models

  Jin, Yisen, Molstad, Aaron J., Wilson, Ander, and Antonelli, Joseph

  2024

  [arXiv]

  
  

Select Publications

• Treed Structured Models for Estimating Distributed Lag Effects: The R Package dlmtree

  Im, Seongwon, Wilson, Ander, and Mork, Daniel

  The R Journal In Press

  [arXiv] [code]

  
  
• Distributed Lag Interaction Model with Index Modification

  Demateis, Danielle, Aldana, Sandra India, Wright, Robert O., Wright, Rosalind, Baccarelli, Andrea, Colicino, Elena, Wilson, Ander, and Keller, Kayleigh P.

  Biostatistics In Press

  [arXiv] [code]

  
  
• Multiple exposure distributed lag models with variable selection

  Antonelli, Joseph, Wilson, Ander, and Coull, Brent A

  Biostatistics 2024

  [arXiv] [journal] [code]

  
  
• Penalized Distributed Lag Interaction Model: Air Pollution, Term Birth Weight, and Neighborhood Vulnerability

  Demateis, Danielle, Keller, Kayleigh, Rojas-Rueda, David, Kioumourtzoglou, Marianthi-Anna, and Wilson, Ander

  Environmetrics 2024

  [arXiv] [journal] [code]

  
  
• Incorporating prior information into distributed lag nonlinear models with zero-inflated monotone regression trees

  Mork, Daniel, and Wilson, Ander

  Bayesian Analysis 2024

  [arXiv] [journal] [code]

  
  
• Heterogeneous Distributed Lag Models to Estimate Personalized Effects of Maternal Exposures to Air Pollution

  Mork, Daniel, Kioumourtzoglou, Marianthi-Anna, Weisskopf, Marc, Coull, Brent A, and Wilson, Ander

  Journal of the American Statistical Association 2024

  🏆 Selected in ASA Editors’ Choice Collection
  [arXiv] [journal] [slides] [code]

  
  
• A hierarchical Bayesian model for estimating age-specific COVID-19 infection fatality rates in developing countries

  Pugh, Sierra, Levin, Andrew T., Meyerowitz-Katz, Gideon, Soman, Satej, Owusu-Boaitey, Nana, Zwi, Anthony B., Malani, Anup, Wilson, Ander, and Fosdick, Bailey K.

  Statistics in Medicine 2024

  [arXiv] [journal] [code]

  
  
• Estimating perinatal critical windows of susceptibility to environmental mixtures via structured Bayesian regression tree pairs

  Mork, Daniel, and Wilson, Ander

  Biometrics 2023

  [arXiv] [journal] [slides] [code] [3 min talk]

  
  
• Incorporating biological knowledge in analyses of environmental mixtures and health

  McGee, Glen, Wilson, Ander, Coull, Brent A., and Webster, Thomas F.

  Statistics in Medicine 2023

  [arXiv] [journal]

  
  
• Health Disparities Among Older Adults following Tropical Cyclone Exposure in Florida, USA, 1999-2016

  Burrows, Kate, Anderson, G. Brooke, Yan, Meilin, Wilson, Ander, Sabbath, M. B., Son, Ji-Young, Kim, Honghyok, Dominici, Francesca, and Bell, Michelle L.

  Nature Communications 2023

  [journal]

  
  
• Infinite hidden Markov models for multiple multivariate time series with missing data

  Hoskovec, Lauren, Koslovsky, Matthew D, Koehler, Kirsten, Good, Nicholas, Peel, Jennifer L, Volckens, John, and Wilson, Ander

  Biometrics 2023

  🏆 ASA Environmental Section Student Paper Competition honorable mention, 2021.
  [arXiv] [journal] [slides] [code]

  
  
• Bias amplification and variance inflation in distributed lag models using low spatial resolution data

  Leung, Michael, Rowland, Sebastian, Coull, Brent, Modest, Anna M., Hacker, Michele R., Schwartz, Joel, Kioumourtzoglou, Marianthi-Anna, Weisskopf, Marc G., and Wilson, Ander

  American Journal of Epidemiology 2023

  [journal]

  
  
• Bayesian multiple index models for environmental mixtures

  McGee, Glen, Wilson, Ander, Webster, Thomas F., and Coull, Brent A.

  Biometrics 2023

  [arXiv] [journal] [code] [NIEHS webinar]

  
  
• Treed distributed lag nonlinear models

  Mork, Daniel, and Wilson, Ander

  Biostatistics 2022

  [arXiv] [journal] [code]

  
  
• Association between air pollution and COVID-19 disease severity via Bayesian multinomial logistic regression with partially missing outcomes

  Hoskovec, Lauren, Martenies, Sheena, Burket, Tori L., Magzamen, Sheryl, and Wilson, Ander

  Environmetrics 2022

  [journal] [code]

  
  
• Kernel machine and distributed lag models for assessing windows of susceptibility to environmental mixtures in children’s health studies

  Wilson, Ander, Hsu, Hsiao-Hsien Leon, Chiu, Yueh-Hsiu Mathilda, Wright, Robert O., Wright, Rosalind J., and Coull, Brent A.

  The Annals of Applied Statistics 2022

  [arXiv] [journal] [slides] [code]

  
  
• Tropical Cyclone Exposures and Risks of Emergency Medicare Hospital Admission for Cardiorespiratory Diseases in 175 Urban United States Counties, 1999–2010

  Yan, Meilin, Wilson, Ander, Dominici, Francesca, Wang, Yun, Al-Hamdan, Mohammad, Crosson, William, Schumacher, Andrea, Guikema, Seth, Magzamen, Sheryl, Peel, Jennifer L., Peng, Roger D., and Anderson, G. Brooke

  Epidemiology 2021

  [journal]

  
  
• Community-wide Mortality Rates in Beijing, China, During the July 2012 Flood Compared with Unexposed Periods

  Yan, Meilin, Wilson, Ander, Peel, Jennifer L., Magzamen, Sheryl, Sun, Qinghua, Li, Tiantian, and Anderson, G. Brooke

  Epidemiology 2020

  [journal]

  
  
• Bayesian nonparametric monotone regression

  Wilson, Ander, Tryner, Jessica, L’Orange, Christian, and Volckens, John

  Environmetrics 2020

  [arXiv] [journal] [code]

  
  
• The Shape of the Concentration–Response Association between Fine Particulate Matter Pollution and Human Mortality in Beijing, China, and Its Implications for Health Impact Assessment

  Yan, Meilin, Wilson, Ander, Bell, Michelle L, Peng, Roger D, Sun, Qinghua, Pu, Weiwei, Yin, Xiaomei, Li, Tiantian, and Anderson, G Brooke

  Environmental Health Perspectives 2019

  [journal]

  
  
• Acute Air Pollution Exposure and the Risk of Violent Behavior in the United States

  Berman, Jesse D, Burkhardt, Jesse, Bayham, Jude, Carter, Ellison, and Wilson, Ander

  Epidemiology 2019

  🏆 International Society of Environmental Epidemiology, Best Environmental Epidemiology Paper (BEEP) Award, 2020.
  [journal]

  
  
• Prenatal fine particulate exposure and early childhood asthma: Effect of maternal stress and fetal sex

  Lee, Alison, Hsu, Hsiao-Hsien Leon, Chiu, Yueh-Hsiu Mathilda, Bose, Sonali, Rosa, Maria José, Kloog, Itai, Wilson, Ander, Schwartz, Joel, Cohen, Sheldon, Coull, Brent A, Wright, Robert O., and Wright, Rosalind J

  Journal of Allergy and Clinical Immunology 2018

  [journal]

  
  
• Bayesian distributed lag interaction models to identify perinatal windows of vulnerability in children’s health

  Wilson, Ander, Chiu, Yueh-Hsiu Mathilda, Hsu, Hsiao-Hsien Leon, Wright, Robert O., Wright, Rosalind J, and Coull, Brent A

  Biostatistics 2017

  [arXiv] [journal] [slides] [code]

  
  
• Telomere Length, Long-Term Black Carbon Exposure, and Cognitive Function in a Cohort of Older Men: The VA Normative Aging Study

  Colicino, Elena, Wilson, Ander, Frisardi, Maria Chiara, Prada, Diddier, Power, Melinda C, Hoxha, Mirjam, Dioni, Laura, Spiro, Avron, Vokonas, Pantel S, Weisskopf, Marc G, Schwartz, Joel D, and Baccarelli, Andrea A

  Environmental Health Perspectives 2017

  [journal]

  
  
• Prenatal Nitrate Exposure and Childhood Asthma. Influence of Maternal Prenatal Stress and Fetal Sex

  Bose, Sonali, Chiu, Yueh-Hsiu Mathilda, Hsu, Hsiao-Hsien Leon, Di, Qian, Rosa, Maria José, Lee, Alison, Kloog, Itai, Wilson, Ander, Schwartz, Joel, Wright, Robert O., Cohen, Sheldon, Coull, Brent A, and Wright, Rosalind J

  American Journal of Respiratory and Critical Care Medicine 2017

  [journal]

  
  
• Climate change impacts on projections of excess mortality at 2030 using spatially varying ozone–temperature risk surfaces

  Wilson, Ander, Reich, Brian J, Nolte, Christopher G, Spero, Tanya L, Hubbell, Bryan, and Rappold, Ana G

  Journal of Exposure Science & Environmental Epidemiology 2017

  [journal]

  
  
• Potential for Bias When Estimating Critical Windows for Air Pollution in Children’s Health

  Wilson, Ander, Chiu, Yueh-Hsiu Mathilda, Hsu, Hsiao-Hsien Leon, Wright, Robert O, Wright, Rosalind J, and Coull, Brent A

  American Journal of Epidemiology 2017

  [journal] [slides] [ISEE talk]

  
  
• Wildfire-specific Fine Particulate Matter and Risk of Hospital Admissions in Urban and Rural Counties

  Liu, Jia Coco, Wilson, Ander, Mickley, Loretta J, Dominici, Francesca, Ebisu, Keita, Wang, Yun, Sulprizio, Melissa P, Peng, Roger D, Yue, Xu, Son, Ji-Young, Anderson, G. Brooke, and Bell, Michelle L.

  Epidemiology 2017

  [journal]

  
  
• Modeling the effect of temperature on ozone-related mortality

  Wilson, Ander, Rappold, Ana G, Neas, Lucas M, and Reich, Brian J

  The Annals of Applied Statistics 2014

  [arXiv] [journal]

  
  
• Confounder selection via penalized credible regions

  Wilson, Ander, and Reich, Brian J

  Biometrics 2014

  [journal]

  
  
• Hierarchical dose-response modeling for high-throughput toxicity screening of environmental chemicals.

  Wilson, Ander, Reif, David M, and Reich, Brian J

  Biometrics 2014

  [journal] [code]

  
  
• ToxPi GUI: an interactive visualization tool for transparent integration of data from diverse sources of evidence

  Reif, David M, Sypa, Myroslav, Lock, Eric F, Wright, Fred A, Wilson, Ander, Cathey, Tommy, Judson, Richard R, and Rusyn, Ivan

  Bioinformatics 2013

  [journal]