On Data-Driven Computation of Information Transfer for Causal Inference in Discrete-Time Dynamical Systems
Subhrajit Sinha, Umesh Vaidya
Topics & Concepts
Transfer operatorTransfer entropyDynamical systems theoryComputer scienceCausality (physics)Dynamical system (definition)ComputationCausal inferenceInformation transferNonlinear systemLinear dynamical systemMathematicsOperator (biology)Series (stratigraphy)Causal modelTheoretical computer scienceAlgorithmArtificial intelligencePrinciple of maximum entropyEconometricsPhysicsStatisticsGeneChemistryPaleontologyQuantum mechanicsBiologyTranscription factorBiochemistryPure mathematicsTelecommunicationsRepressorModel Reduction and Neural NetworksControl Systems and IdentificationGaussian Processes and Bayesian Inference