Genomic selection and complex trait prediction using a fast EM algorithm applied to genome-wide markers.
Ross K. ShepherdTheo H. E. MeuwissenJohn A. WoolliamsPublished in: BMC Bioinform. (2010)
Keyphrases
- em algorithm
- genome wide
- high throughput
- expectation maximization
- maximum likelihood
- human genome
- mixture model
- parameter estimation
- gaussian mixture model
- maximum likelihood estimation
- gaussian mixture
- dna binding
- expectation maximisation
- high throughput sequencing
- association studies
- systems biology
- single nucleotide polymorphisms
- model based clustering
- mixture modeling
- microarray
- computer vision
- machine learning
- penalized likelihood
- data mining