Haplotype-based variant detection from short-read sequencing
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Abstract
The direct detection of haplotypes from short-read DNA sequencing data requires changes to existing small-variant detection methods. Here, we develop a Bayesian statistical framework which is capable of modeling multiallelic loci in sets of individuals with non-uniform copy number. We then describe our implementation of this framework in a haplotype-based variant detector, FreeBayes.
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2Topics & keywords
Topics
Keywords
- Haplotype
- DNA sequencing
- Bayesian probability
- Computer science
- Haplotype estimation
- Computational biology
- Genetics
- Data mining
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