├── .gitignore ├── README.md └── notebooks ├── ComputeInterventions.ipynb ├── ComputeInterventionsData1.Rdata ├── InstrumentalVariablesFrontdoor.ipynb ├── InvariantCausalPrediction.ipynb ├── InvariantCausalPredictionData1.RData ├── InvariantCausalPredictionData2.RData ├── README.md ├── RestrictedSCMsData1.txt ├── RestrictedSCMsData2.RData ├── RestrictedSCMsallDagsWith4Nodes.RData ├── RestrictedSCMsallFullDagsWith4Nodes.RData ├── RestrictedSEMs.ipynb ├── setupNotebook.ipynb └── utils.R /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/README.md -------------------------------------------------------------------------------- /notebooks/ComputeInterventions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/ComputeInterventions.ipynb -------------------------------------------------------------------------------- /notebooks/ComputeInterventionsData1.Rdata: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/ComputeInterventionsData1.Rdata -------------------------------------------------------------------------------- /notebooks/InstrumentalVariablesFrontdoor.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/InstrumentalVariablesFrontdoor.ipynb -------------------------------------------------------------------------------- /notebooks/InvariantCausalPrediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/InvariantCausalPrediction.ipynb -------------------------------------------------------------------------------- /notebooks/InvariantCausalPredictionData1.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/InvariantCausalPredictionData1.RData -------------------------------------------------------------------------------- /notebooks/InvariantCausalPredictionData2.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/InvariantCausalPredictionData2.RData -------------------------------------------------------------------------------- /notebooks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/README.md -------------------------------------------------------------------------------- /notebooks/RestrictedSCMsData1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/RestrictedSCMsData1.txt -------------------------------------------------------------------------------- /notebooks/RestrictedSCMsData2.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/RestrictedSCMsData2.RData -------------------------------------------------------------------------------- /notebooks/RestrictedSCMsallDagsWith4Nodes.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/RestrictedSCMsallDagsWith4Nodes.RData -------------------------------------------------------------------------------- /notebooks/RestrictedSCMsallFullDagsWith4Nodes.RData: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/RestrictedSCMsallFullDagsWith4Nodes.RData -------------------------------------------------------------------------------- /notebooks/RestrictedSEMs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/RestrictedSEMs.ipynb -------------------------------------------------------------------------------- /notebooks/setupNotebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/setupNotebook.ipynb -------------------------------------------------------------------------------- /notebooks/utils.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/christinaheinze/causality-course-ethz/HEAD/notebooks/utils.R --------------------------------------------------------------------------------