causalis.dgp.causaldata_instrumental.base

Module Contents

Classes

InstrumentalGenerator

Generator for synthetic causal inference datasets with instrumental variables.

API

class causalis.dgp.causaldata_instrumental.base.InstrumentalGenerator

Generator for synthetic causal inference datasets with instrumental variables.

Placeholder implementation for future use.

Parameters

seed : int, optional Random seed for reproducibility.

seed: Optional[int]

None

generate(n: int) pandas.DataFrame

Draw a synthetic dataset of size n.

Parameters

n : int Number of samples to generate.

Returns

pandas.DataFrame An empty DataFrame (placeholder).