JASA May 13, 2025

Prediction of Cognitive Function via Brain Region Volumes with Applications to Alzheimer’s Disease Based on Space-Factor-Guided Functional Principal Component Analysis

Authors
Shoudao Wen Yi Li Dehan Kong Huazhen Lin
Research Topics
Machine Learning Statistical Learning
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Paper Information
  • Journal:
    Journal of the American Statistical Association
  • DOI:
    10.1080/01621459.2025.2479220
  • Published:
    May 13, 2025
  • Added to Tracker:
    Jul 30, 2025
Author Details
Shoudao Wen
Author
Yi Li
Author
Dehan Kong
Author
Huazhen Lin
Author
Research Topics & Keywords
Machine Learning
Research Area
Statistical Learning
Research Area
Citation Information
APA Format
Shoudao Wen , Yi Li , Dehan Kong & Huazhen Lin (2025) . Prediction of Cognitive Function via Brain Region Volumes with Applications to Alzheimer’s Disease Based on Space-Factor-Guided Functional Principal Component Analysis. Journal of the American Statistical Association , 10.1080/01621459.2025.2479220.
BibTeX Format
@article{paper345,
  title = { Prediction of Cognitive Function via Brain Region Volumes with Applications to Alzheimer’s Disease Based on Space-Factor-Guided Functional Principal Component Analysis },
  author = { Shoudao Wen and Yi Li and Dehan Kong and Huazhen Lin },
  journal = { Journal of the American Statistical Association },
  year = { 2025 },
  doi = { 10.1080/01621459.2025.2479220 },
  url = { https://www.tandfonline.com/doi/full/10.1080/01621459.2025.2479220 }
}
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