preprintarXiv (Cornell University)Jul 17, 2012GREEN OA

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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4,073
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23
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Authors

2

Topics & keywords

Keywords
  • Haplotype
  • DNA sequencing
  • Bayesian probability
  • Computer science
  • Haplotype estimation
  • Computational biology
  • Genetics
  • Data mining
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