A Bayesian framework for multiple trait colocalization from summary association statistics.
Claudia GiambartolomeiJimmy Zhenli LiuWen ZhangMads HaubergHuwenbo ShiJames BoocockJoe PickrellAndrew E. JaffeThe CommonMind ConsortiumBogdan PasaniucPanos RoussosPublished in: Bioinform. (2018)
Keyphrases
- bayesian framework
- generative model
- prior knowledge
- bayesian formulation
- posterior probability
- posterior distribution
- hyperparameters
- gaussian process
- bayesian model
- prior distribution
- maximum a posteriori
- probability density function
- bayesian methods
- high quality
- higher order
- image sequences
- statistical methods
- three dimensional
- machine learning
- data sets