A penalized regression approach to haplotype reconstruction of viral populations arising in early HIV/SIV infection.
Sivan LeviyangIgor GrivaSergio ItaWelkin E. JohnsonPublished in: Bioinform. (2017)
Keyphrases
- human immunodeficiency virus
- model selection
- regression model
- hepatitis c virus
- image reconstruction
- least squares
- regression algorithm
- discrete tomography
- immune response
- sequence data
- support vector
- high resolution
- regression analysis
- linear regression
- reconstruction error
- regression problems
- compressed sensing
- regression methods
- maximum likelihood
- three dimensional
- ridge regression
- tomographic reconstruction
- regression method
- support vector regression
- human genome
- polynomial regression
- reconstruction method
- feature selection