Causal inference for time series analysis: problems, methods and evaluation
Raha Moraffah, Paras Sheth, Mansooreh Karami, Anchit Bhattacharya, Qianru Wang, Anique Tahir, Adrienne Raglin, Huan Liu
Topics & Concepts
Computer scienceCausal inferenceInferenceMachine learningTime seriesCluster analysisTask (project management)Field (mathematics)Artificial intelligenceData miningSeries (stratigraphy)Benchmark (surveying)EconometricsMathematicsEconomicsGeographyPure mathematicsManagementPaleontologyBiologyGeodesyBayesian Modeling and Causal InferenceTime Series Analysis and ForecastingData Stream Mining Techniques