Skip to content
Submodule
causalis.dgp.causaldata_instrumental.base

base

Submodule causalis.dgp.causaldata_instrumental.base with no child pages and 3 documented members.

Classes

Jump directly into the documented classes for this page.

1 items
class
causalis.dgp.causaldata_instrumental.base.InstrumentalGenerator

InstrumentalGenerator

Generator for synthetic causal inference datasets with instrumental variables.

Placeholder implementation for future use.

Parameters

seedint, optional

Random seed for reproducibility.

Canonical target

causalis.dgp.causaldata_instrumental.base.InstrumentalGenerator

Sections

Parameters
Link to this symbol
attribute
causalis.dgp.causaldata_instrumental.base.InstrumentalGenerator.seed

seed

Value: None

None

Canonical target

causalis.dgp.causaldata_instrumental.base.InstrumentalGenerator.seed

Link to this symbol
method
causalis.dgp.causaldata_instrumental.base.InstrumentalGenerator.generate

generate

Draw a synthetic dataset of size n.

Parameters

nint

Number of samples to generate.

Returns

pandas.DataFrame

An empty DataFrame (placeholder).

Canonical target

causalis.dgp.causaldata_instrumental.base.InstrumentalGenerator.generate

Sections

ParametersReturns
Link to this symbol