Bayesian nonparametric clustering and association studies for candidate SNP observations.
Charlotte WangFabrizio RuggeriChuhsing Kate HsiaoRaffaele ArgientoPublished in: Int. J. Approx. Reason. (2017)
Keyphrases
- association studies
- bayesian nonparametric
- genome wide
- single nucleotide polymorphisms
- clustering algorithm
- k means
- linkage disequilibrium
- high throughput
- inverse reinforcement learning
- haplotype inference
- information theoretic
- mixture model
- gaussian process
- unsupervised learning
- data points
- human genome
- high dimensionality
- entropy minimization
- dynamic programming