Penalized Regression for Genome-Wide Association Screening of Sequence Data.
Hua ZhouDavid H. AlexanderMary E. SehlJanet S. SinsheimerKenneth LangePublished in: Pacific Symposium on Biocomputing (2011)
Keyphrases
- sequence data
- genome wide
- high throughput
- complex diseases
- model selection
- linkage disequilibrium
- sequence classification
- human genome
- profile hidden markov models
- genome sequences
- alternative splicing
- biological sequences
- genome wide association studies
- transcription factors
- microarray
- systems biology
- support vector
- biological data
- real time
- binding sites
- variable selection
- sequence databases
- co occurrence
- genetic variation
- data sets