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- Tarpey, Thaddeus, et al. Show all 4 Authors
- Biometrics 2020 v.76 no.1 pp. 87-97
- Bayesian theory; biometry; electroencephalography; image analysis; models; prediction; principal component analysis
- ... In this paper, we propose a unified Bayesian joint modeling framework for studying association between a binary treatment outcome and a baseline matrix‐valued predictor. Specifically, a joint modeling approach relating an outcome to a matrix‐valued predictor through a probabilistic formulation of multilinear principal component analysis is developed. This framework establishes a theoretical relati ...
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