Supercharging Bayesian inference with reliable AI-informed priors arXiv
J. Choi and S. O'Hagan
In preparation, 2026
Robust Bayesian Predictive Model Selection using Bregman Divergence
[arXiv]
J. Choi, N. A. Spencer, and D. K. Dey
Under Revision (Major Revision), Bayesian Analysis, 2026
Robust model selection using likelihood as data arXiv
J. Choi, N. A. Spencer, and J. W. Miller
Under review, 2026
🏆 Best Student Research Award, 39th New England Statistics Symposium (NESS) 2026
Mercer kernel-based spatial seemingly unrelated regression models: Bayesian inference and hierarchical extension
J. Choi, S. Jo, and J. Kim
Under review
An EM algorithm for fitting matrix-variate Student's-t distributions on interval-censored and missing data
C. Diniz, J. Choi, and V. Lachos
Under review
Multivariate robust linear models for multivariate longitudinal data Paper
K. Lee, J. Choi, E. J. Jang, and D. Dey
Journal of Multivariate Analysis, 206, 105392, 2025
A Bayesian time-varying coefficient model for Cobb–Douglas production function Paper
J. Choi, S. Jo, and J. Kim
Computational Economics, 2024
Longitudinal canonical correlation analysis Paper
S. Lee, J. Choi, Z. Fang, and F. D. Bowman
Journal of the Royal Statistical Society Series C, 2023
Counting Eisenstein polynomials satisfying a condition from genus theory Paper
J. Choi and K. J. McGown
INTEGERS, 20, 2020
Toward evidence-based prescription of prosthetic ankle-foot devices: A multisite randomized crossover trial identifying performance-based, patient-reported, and biomechanical parameters sensitive to device type Paper
J. Maikos, A. Sidiropoulos, J. Chomack, and others including J. Choi
PLoS One, 21(7), e0352644, 2026
Association of performance on olfactory and cognitive screening tests with conversion to dementia in a biracial cohort of older adults Paper
J. N. Motter, J. Choi, S. Lee, T. E. Goldberg, S. Albert, and D. P. Devanand
Neurology, 2023
Intact olfactory and cognitive abilities predict lack of transition to dementia in a biracial sample of older adults Paper
J. N. Motter, J. Choi, S. Lee, T. E. Goldberg, and D. P. Devanand
Alzheimer's & Dementia, 18, e066216, 2022
Models of depressive pseudoamnestic disorder Paper
J. Choi, S. Lee, J. N. Motter, and others
Alzheimer's & Dementia: Translational Research & Clinical Interventions, 8(1), 2022
Effects of restriction of activities and social isolation on risk of dementia in the community Paper
T. E. Goldberg, J. Choi, S. Lee, B. Gurland, and D. P. Devanand
International Psychogeriatrics, 33(11), 1207–1215, 2021
Association of white matter integrity with executive function and antidepressant treatment outcome in patients with late-life depression Paper
X. He, E. Pueraro, Y. Kim, and others including J. Choi
The American Journal of Geriatric Psychiatry, 29(12), 1188–1198, 2021
Slowed processing speed disrupts patient expectancy in late life depression Paper
B. R. Rutherford, C. J. Choi, J. Choi, and others
The American Journal of Geriatric Psychiatry, 29(7), 619–630, 2021
Exposure to adverse events and associations with stress levels and the practice of yoga Paper
D. Neumark-Sztainer, M. M. Wall, J. Choi, and others
The Journal of Alternative and Complementary Medicine, 26(6), 482–490, 2020
Odor identification impairment and change with cholinesterase inhibitor treatment in mild cognitive impairment Paper
D. P. Devanand, X. Liu, R. E. Chunga, and others including J. Choi
Journal of Alzheimer's Disease, 75(3), 845–854, 2020
Neuroanatomical predictors of L-DOPA response in older adults with psychomotor slowing and depression Paper
B. R. Rutherford, J. Choi, M. Slifstein, and others
Journal of Affective Disorders, 265, 439–444, 2020
