Walter Dempsey
Scholar

Walter Dempsey

Google Scholar ID: TJ5P970AAAAJ
University of Michigan
exchangeability / Bayesian nonparametricnetworkssurvival analysislatent variable modeling
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Citations & Impact
All-time
Citations
1,131
 
H-index
18
 
i10-index
24
 
Publications
20
 
Co-authors
0
 
Contact
Emailwdemp@umich.eduTwitterOpen ↗GitHubOpen ↗
Publications
9 items
Estimation of Time-Varying Treatment Effects in a Joint Model for Longitudinal and Recurrent Event Outcomes in Mobile Health Data
2026
Cited
0
Data Integration for Estimating Subgroup-Specific Conditional Average Treatment Effects (CATEs) Using Coarsened External Information in Randomized Trials
2026
Cited
0
Evaluating time-varying treatment effects in hybrid SMART-MRT designs
2026
Cited
0
Prediction Intervals for Individual Treatment Effects in a Multiple Decision Point Framework using Conformal Inference
2025
Cited
0
Practical considerations when designing an online learning algorithm for an app-based mHealth intervention
2025
Cited
0
Robust Bayesian Inference of Causal Effects via Randomization Distributions
2025
Cited
0
Improving prediction in M-estimation by integrating external information from heterogeneous populations
2025
Cited
0
Non-Stationary Latent Auto-Regressive Bandits
arXiv.org · 2024
Cited
1
Resume
Research Experience
  • 1. Experimental design and data analytic methods to inform multi-stage decision making in health; 2. Statistical modeling of complex longitudinal and survival data; and 3. Statistical modeling of complex relational structures such as interaction networks.
Background
  • Assistant Professor of Biostatistics and Assistant Research Professor in the d3lab located in the Institute of Social Research. My research focuses on Statistical Methods for Digital and Mobile Health.
Miscellany
  • Best way to contact me is via e-mail. Students interested in working with me please include CV.