Estimation of Causal Orders in a Linear Non-Gaussian Acyclic Model: A Method Robust against Latent Confounders.
Tatsuya TashiroShohei ShimizuAapo HyvärinenTakashi WashioPublished in: ICANN (1) (2012)
Keyphrases
- probabilistic model
- monte carlo simulation
- parameter estimation
- em algorithm
- linear model
- estimation process
- sensitivity analysis
- prior knowledge
- bayesian framework
- linear models
- structural svm
- objective function
- estimation algorithm
- robust regression
- parametric models
- databases
- causal ordering
- markov chain
- influence diagrams
- dynamic programming
- np hard
- data analysis
- computational complexity
- reinforcement learning