JASA Mar 05, 2026

Scalable Bayesian Image-on-Scalar Regression for Population-Scale Neuroimaging Data Analysis

Authors
Jian Kang Yuliang Xu Timothy D. Johnson Thomas E. Nichols
Research Topics
Machine Learning Bayesian Statistics
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Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2026.2635067
  • Published:
    March 05, 2026
  • Added to Tracker:
    Mar 06, 2026
Author Details
Jian Kang
Author
Yuliang Xu
Author
Timothy D. Johnson
Author
Thomas E. Nichols
Author
Research Topics & Keywords
Machine Learning
Research Area
Bayesian Statistics
Research Area
Citation Information
APA Format
Jian Kang , Yuliang Xu , Timothy D. Johnson & Thomas E. Nichols (2026) . Scalable Bayesian Image-on-Scalar Regression for Population-Scale Neuroimaging Data Analysis. Journal of the American Statistical Association , 10.1080/01621459.2026.2635067.
BibTeX Format
@article{paper1016,
  title = { Scalable Bayesian Image-on-Scalar Regression for Population-Scale Neuroimaging Data Analysis },
  author = { Jian Kang and Yuliang Xu and Timothy D. Johnson and Thomas E. Nichols },
  journal = { Journal of the American Statistical Association },
  year = { 2026 },
  doi = { 10.1080/01621459.2026.2635067 },
  url = { https://doi.org/10.1080/01621459.2026.2635067 }
}
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