SNiPer-HD: improved genotype calling accuracy by an expectation-maximization algorithm for high-density SNP arrays.
Jianping HuaDavid W. CraigMarcel BrunJennifer WebsterVictoria ZismannWaibhav TembeKeta JoshipuraMatthew J. HuentelmanEdward R. DoughertyDietrich A. StephanPublished in: Bioinform. (2007)
Keyphrases
- expectation maximization
- high accuracy
- high density
- computational cost
- em algorithm
- k means
- dynamic programming
- probabilistic model
- learning algorithm
- computational complexity
- improved algorithm
- maximum likelihood
- database systems
- segmentation algorithm
- sensor networks
- np hard
- parameter estimation
- detection algorithm
- estimation algorithm
- database
- mathematical analysis