dualbounds.gen_data.gen_lee_bound_data¶

dualbounds.gen_data.gen_lee_bound_data(stau: float = 1, betaS_norm: float = 1, **kwargs)[source]¶

Generates synthetic datasets with selection bias.

Parameters:¶

stau : float¶

In the logistic regression of S on W and X, stau is the coefficient on W.

betaS_norm : float¶

norm of coefficients in logistic regression of S on W and X.