causalis.dgp.base

Module Contents

Functions

estimate_gaussian_copula_corr

Estimate a Gaussian copula correlation matrix from observational data_contracts. Uses rank -> normal scores -> Pearson correlation approach.

API

causalis.dgp.base.estimate_gaussian_copula_corr(df: pandas.DataFrame, cols: list[str]) numpy.ndarray

Estimate a Gaussian copula correlation matrix from observational data_contracts. Uses rank -> normal scores -> Pearson correlation approach.