Association screening of common and rare genetic variants by penalized regression.
Hua ZhouMary E. SehlJanet S. SinsheimerKenneth LangePublished in: Bioinform. (2010)
Keyphrases
- model selection
- complex diseases
- regression model
- least squares
- maximum likelihood
- linear regression
- locally weighted
- genetic algorithm
- regression algorithm
- regression analysis
- regression problems
- partial least squares
- image analysis
- loss function
- cross validation
- polynomial regression
- regression method
- ridge regression
- haplotype inference
- aggregating algorithm
- linkage analysis
- database
- age related macular degeneration
- diabetic retinopathy
- simple linear
- support vector regression
- optical flow
- training data
- case study
- data sets