PIGS: improved estimates of identity-by-descent probabilities by probabilistic IBD graph sampling.
Danny S. ParkYael BaranFarhad HormozdiariCeleste EngDara G. TorgersonEsteban Gonzàlez BurchardNoah ZaitlenPublished in: BMC Bioinform. (2015)
Keyphrases
- probability theory
- belief networks
- conditional probabilities
- probability estimates
- graph theory
- graph structure
- importance sampling
- learned from training data
- joint probability
- sample size
- monte carlo
- probability distribution
- probability measure
- posterior probability
- generative model
- graph databases
- graphical structure
- probability functions
- sampling methods
- imprecise probabilities
- graph representation
- probabilistic model
- graph model
- random sampling
- bipartite graph
- uncertain data
- connected components
- random walk
- graph theoretic
- sampling algorithm
- probabilistic networks
- probability function
- weighted graph
- confidence estimates