- R-code for simulation experiments on Generalised Covariance Measure (GCM).
- R-code for Half-Sibling Regression (only simulations on iid data).
- R-code for SID can be downloaded from CRAN, package name: "SID". Paper: J. Peters, P. Bühlmann: "Structural Intervention Distance (SID) for Evaluating Causal Graphs", Neural Computation, 2015.
- R-code for CAM can be downloaded from CRAN, package name: "CAM". Paper: P. Bühlmann, J. Peters, J. Ernest: CAM: Causal Additive Models, high-dimensional Order Search and Penalized Regression, Annals of Statistics, 2014.
- R-code for Timino. Paper: J. Peters, D. Janzing, B. Schölkopf: Causal Inference on Time Series using Structural Equation Models, Advances in Neural Information Processing Systems 26, 2014.
- R-code for ANMs. Paper: J. Peters, J. Mooij, D. Janzing, B. Schölkopf: Causal Discovery with Continuous Additive Noise Models, JMLR, 2014.
- Matlab-code for Cause-Effect-Pairs (same paper).
- R-code for Invariant Prediction can be downloaded from CRAN, package name: "InvariantCausalPrediction". Paper: J. Peters, P. Bühlmann, N. Meinshausen: Causal inference using invariant prediction: identification and confidence intervals, arXiv:1501.01332.
More code can be found here