Unsuitability of NOTEARS for Causal Graph Discovery when Dealing with Dimensional Quantities
Marcus Kaiser, Maksim Sipos
Topics & Concepts
Robustness (evolution)Causal structureObservational studyCausal modelComputational intelligenceComputer scienceDirected acyclic graphVariance (accounting)ResidualData miningArtificial intelligenceMachine learningEconometricsMathematicsAlgorithmStatisticsBiologyBusinessQuantum mechanicsAccountingPhysicsGeneBiochemistryBayesian Modeling and Causal InferenceData Quality and ManagementRough Sets and Fuzzy Logic