Statistical test for consistent estimation of causal effects in linear non-Gaussian models.
Doris EntnerPatrik O. HoyerPeter SpirtesPublished in: AISTATS (2012)
Keyphrases
- statistical tests
- causal effects
- hypothesis test
- statistical models
- causal models
- probabilistic model
- structural equation models
- experimental data
- statistical methods
- hypothesis testing
- statistical analysis
- databases
- model selection
- prior knowledge
- causal relations
- bayesian framework
- causal ordering
- linear regression
- statistical model
- machine learning