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Submodule
causalis.dgp.causaldata_instrumental.functional

functional

Submodule causalis.dgp.causaldata_instrumental.functional with no child pages and 1 documented members.

Symbol indexAPI membersgenerate_iv_data

Functions

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1 items
generate_iv_datafunction
function
causalis.dgp.causaldata_instrumental.functional.generate_iv_data

generate_iv_data

Generate synthetic dataset with instrumental variables.

Placeholder implementation.

Parameters

nint, default=1000

Number of samples to generate.

Returns

pandas.DataFrame

Synthetic IV dataset.

Notes

This function is intentionally a placeholder. It returns the current output of :class:InstrumentalGenerator, which is an empty DataFrame until the structural IV generator is implemented.

Examples

Canonical target

causalis.dgp.causaldata_instrumental.functional.generate_iv_data

Sections

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