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Skip to Search Results- 1Alzheimer’s Disease
- 1Conformal inference
- 1Function-on-scalar regression
- 1Gaussian copula model
- 1Low rank plus sparse matrix decomposition
- 1Minimax rate
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Fall 2021
This thesis proposes a novel Gaussian copula function-on-scalar regression, which is more flexible to characterize the relationship between functional or image response and scalar predictors and is able to relax the linear assumption in traditional function-on-scalar linear regression. Estimation...
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Fall 2018
Functional brain connectivity plays an important role on understanding how human brain functions and neuropsychological diseases such as Autism, Attention-deficit hyperactivity disorder (ADHD), and Alzheimer’s disease (AD). Functional Magnetic Resonance Imaging (fMRI) is one of the most...