1. DoubleML Data Class#

DoubleMLData(data, y_col, d_cols[, x_cols, ...])

Double machine learning data-backend.

DoubleMLClusterData(data, y_col, d_cols, ...)

Backwards compatibility wrapper for DoubleMLData with cluster_cols.

DoubleMLPanelData(data, y_col, d_cols, ...)

Double machine learning data-backend for panel data in long format.

DoubleMLSSMData(data, y_col, d_cols[, ...])

Double machine learning data-backend for Sample Selection Models.

DoubleMLRDDData(data, y_col, d_cols, score_col)

Double machine learning data-backend for Regression Discontinuity Design models.

DoubleMLDIDData(data, y_col, d_cols[, ...])

Double machine learning data-backend for Difference-in-Differences models.