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Consistent causal inference from time series with PC algorithm and its time-aware extension

Rahul Biswas, Somabha Mukherjee

2023Statistics and Computing11 citationsDOI

Topics & Concepts

Independent and identically distributed random variablesAlgorithmEstimatorSeries (stratigraphy)Directed acyclic graphTime seriesTime complexityComputer scienceConsistency (knowledge bases)InferenceBenchmark (surveying)MathematicsArtificial intelligenceStatisticsRandom variableBiologyGeographyPaleontologyGeodesyBayesian Modeling and Causal InferenceBlind Source Separation TechniquesDistributed Sensor Networks and Detection Algorithms
Consistent causal inference from time series with PC algorithm and its time-aware extension | Litcius