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serum_biomarkers_for_neurodegeneration [2019/12/12 00:04] – [Analysis] admin | serum_biomarkers_for_neurodegeneration [2019/12/19 23:47] – [Data] admin | ||
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===== Data ===== | ===== Data ===== | ||
- | - Six proteins were measured in blood samples of ~1200 Hispanic and ~500 non-Hispanic white participants. | + | - Six proteins were measured in blood samples of ~1200 Hispanic and ~500 non-Hispanic white participants. Covariates include gender, education, and age. |
- | - | + | - The cognitive status of participants were assessed in several visits over years. The number of visits and time intervals between visits vary across participants. |
===== Collaborators ===== | ===== Collaborators ===== | ||
- | Dr. Sudha Seshadri, the Founding director of the Glenn [[https:// | + | Dr. Sudha [[https:// |
===== Analysis ===== | ===== Analysis ===== | ||
- | TBD. | + | - Linear models. |
+ | - Regularized regression, e.g., the LASSO. | ||
+ | - Hidden Markov Models (HMM). | ||
===== Related work ===== | ===== Related work ===== | ||
- | - TBD | + | - Eagan, Danielle E., et al. " |