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serum_biomarkers_for_neurodegeneration [2019/12/12 00:05] – [Collaborators] adminserum_biomarkers_for_neurodegeneration [2019/12/25 01:51] (current) – [Analysis] 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 =====
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 ===== Analysis ===== ===== Analysis =====
  
-TBD.+  - Linear models. 
 +  - Regularized regression, e.g., the LASSO and [[https://cran.r-project.org/web/packages/FeaLect/index.html|FeaLect]]. 
 +  - Hidden Markov Models (HMM).
  
  
 ===== Related work ===== ===== Related work =====
  
-  - TBD+  - Eagan, Danielle E., et al. "Elevated serum C-reactive protein relates to increased cerebral myoinositol levels in middle-aged adults." Cardiovascular psychiatry and neurology 2012 ([[https://www.hindawi.com/journals/cpn/2012/120540/|2012]]).