Leveraging Prior Information to Detect Causal Variants via Multi-Variant Regression.
Nanye LongSamuel P. DicksonJessica M. MaiaHee Shin KimQianqian ZhuAndrew S. AllenPublished in: PLoS Comput. Biol. (2013)
Keyphrases
- prior information
- prior knowledge
- bayesian inference
- detection method
- linear regression
- automatic detection
- hyperparameters
- model selection
- prior model
- causal inference
- prior models
- regression model
- support vector regression
- regression problems
- regression algorithm
- polynomial regression
- regression function
- causal discovery
- bayesian networks
- simple linear
- regression method
- prior distribution
- prior probabilities
- statistical information
- gaussian processes
- directed acyclic graph
- detection algorithm
- genetic programming