make_partially_linear_dataset_simple |
Simulate data generating process from a partially linear model with a simple 1 or 2 dimensional CATE function. The outcome is continuous and the treatment can be binary or continuous. |
make_partially_linear_dataset_constant |
Simulate a data generating process from a partially linear model with a constant treatment effect (ATE only). The outcome and treatment are both continuous. |
make_fully_heterogeneous_dataset |
Simulate data generating process from an interactive regression model with fully heterogenous treatment effects. The outcome is continuous and the treatment is binary. |
make_dowhy_linear_dataset |
Simulate a linear data generating process with flexible configurations. The outcome and treatment can take on different data types. |