Robust Estimation of Gaussian Copula Causal Structure from Mixed Data with Missing Values.
Ruifei CuiPerry GrootTom HeskesPublished in: ICDM (2017)
Keyphrases
- robust estimation
- missing values
- mixed data
- causal structure
- causal relationships
- causal models
- causal discovery
- experimental data
- missing data
- data compression
- incomplete data
- least squares
- data sets
- knn
- causal graph
- clustering algorithm
- observational data
- similarity function
- motion field
- high dimensional data
- directed acyclic graph
- maximum likelihood
- nearest neighbor
- bayesian networks
- support vector machine
- data mining