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Research Interest

Bayesian analysis

Compilation in progress

People

Graduate Faculty

Cindy Chen

Leena Choi

Amber Hackstadt

Frank Harrell

Hakmook Kang

Laurie Samuels

Matt Shotwell 

Yu Shyr

Chris Slaughter

Adjoint Faculty

Chris Fonnesbeck

Alumni

(PhD 2022) 

David Schlueter (PhD 2018)

Derek K. Smith (PhD 2017)

Courses and seminars (selected)

BIOS 7337. Bayesian Data Analysis. Graduate program course, offered biennially.

Chris Fonnesbeck. Introduction to PyMC and Bayesian Modeling. 2026 Summer Institute short course - registration open until July 13, 2026.

Frank Harrell. . Self-study resource on Dr. Harrell's personal website.

David Dunson. . Department seminar, December 4, 2024.

Presentations (selected)

Frank Harrell. . Keynote lecture, .

Publications (selected)

Student/trainee authors listed in bold. Faculty/staff authors listed in italics. Asterisks denote corresponding authors.

Maldonado F, Kammer MN, Lentz RJ, Koyama T. From P-values to priors: Revisiting the VERITAS randomized controlled trial in light of Bayes' theorem. Chest. 2026 Jun 18:S0012-3692(26)00874-3. doi: 10.1016/j.chest.2026.06.010. Epub ahead of print. PMID: 42314935.

Blackman MH, Yelvington B, Beck C, Cortez M, Choi L*. Development and validation of high-dose methotrexate population pharmacokinetic models to inform clinical decisions on dosing. Eur J Clin Pharmacol. 2026 May 23;82(6):156. doi: 10.1007/s00228-026-04080-0. PMID: 42174327; PMCID: PMC13197298. 

Lwin CT, Roumie CL, Greevy RA Jr, Beck C, Snyder KD, Hackstadt AJ*. . Clin Epidemiol. 2025 Nov 7;17:903-915. doi: 10.2147/CLEP.S540048. PMID: 41246528; PMCID: PMC12614493. Read our news post about this publication.

Louit S, Clark EA, Gelbard AH, Vivek N, Yan J, Zhang P*. CALF-SBM: A covariate-assisted latent factor stochastic block model. Physica A. 2025 Jun 1;667:130536. doi: 10.1016/j.physa.2025.130536. Epub 2025 Mar 27. PMID: 42147753; PMCID: PMC13178508.

Kang K*, Jones MT, Armstrong K, Avery S, McHugo M, Heckers S, Vandekar S*. . Psychometrika. 2023 Mar;88(1):253-273. doi: 10.1007/s11336-022-09899-x. Epub 2023 Feb 1. PMID: 36725775; PMCID: PMC9977896.

Additional resources and features

Frank Harrell. . February 2026.

Berry Consultants. ""ÌýIn the Interim podcast, September 15, 2025.