Daniel S Mork

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Biography

I am a research scientist in the Department of Biostatistics at Harvard T.H. Chan School of Public Health working with National Studies on Air Pollution and Health. My statistical interests include structured machine learning, effect heterogeneity, functional regression, causal inference, Bayesian methodology and computation, and analysis of large, complex data. My work has been motivated and applied to a range of scientific questions in environmental and public health. Simultaneously, I create user-friendly software for efficient application and reproducibility in epidemiological studies. In addition, I enjoy consulting and collaborating in new areas of research and scientific exploration.

Education and Training

• BA, Mathematics, Psychology, Norwegian
  St. Olaf College
• MA, Mathematics Education, Engineering
  University of St. Thomas
• PhD, Statistics
  Colorado State University
• Postdoc, Biostatistics
  Harvard T.H. Chan School of Public Health
• MS, Statistics
  Colorado State University

Awards and Honors

• Editor's Choice Collection, 2023
  American Statistical Association
• Jane Warren Award, 2021
  Health Effects Institute
• VP for Research Fellowship - Nominee, 2021
  Colorado State University
• College of Natural Sciences Outstanding Scholar, 2020
  Colorado State University
• James R. ZumBrunnen Statistical Collaboration Award, 2020
  Colorado State University
• Boes Excellence in Teaching, 2019
  Colorado State University

Publications

• Extreme Heat and Hospitalization Among Older Persons With Alzheimer Disease and Related Dementias.

  Delaney SW, Stegmuller A, Mork D, Mock L, Bell ML, Gill TM, Braun D, Zanobetti A. JAMA Intern Med 2025 Feb 03

  PMID: 39899291

• Comparing traditional and causal inference methodologies for evaluating impacts of long-term air pollution exposure on hospitalization with Alzheimer disease and related dementias.

  Qin MM, Khoshnevis N, Dominici F, Braun D, Zanobetti A, Mork D. Am J Epidemiol 2025 Jan 08

  PMID: 38907309

• The effect of air pollution on hospitalizations with Parkinson's disease among medicare beneficiaries nationwide.

  Wang VA, Delaney S, Flynn LE, Racette BA, Miller GW, Braun D, Zanobetti A, Mork D. NPJ Parkinsons Dis 2024 Oct 24

  PMID: 39448632

• Policy-induced air pollution health disparities: Statistical and data science considerations.

  Mork D, Delaney S, Dominici F. Science 2024 Jul 26

  PMID: 39052789

• Associations of street-view greenspace with Parkinson's disease hospitalizations in an open cohort of elderly US Medicare beneficiaries.

  Klompmaker JO, Mork D, Zanobetti A, Braun D, Hankey S, Hart JE, Hystad P, Jimenez MP, Laden F, Larkin A, Lin PD, Suel E, Yi L, Zhang W, Delaney SW, James P. Environ Int 2024

  PMID: 38754245