In this tutorial, we will show you how to run LiNGAM algorithms and see the results. We will also show you how to run the bootstrap method and check the results.
The following packages must be installed in order to run this tutorial. And import if necessary:
- numpy
- pandas
- scikit-learn
- graphviz
- statsmodels
Contents:
lingam bootstrap pk_direct multiple_dataset total_effect causal_effect var varma longitudinal bottom_up_parce pk_bottom_up_parce rcd draw_graph lina resit lim camuv multi_group_rcd extract_ancestors f_correlation visualize_nonlinear_causal_effect evaluate_model_fit