Double Machine Learning for Time Series

Milos Ciganovic, Federico D'Amario, Massimiliano Tancioni

We modify the Double Machine Learning estimator to broaden its applicability to macroeconomic time-series settings. A deterministic cross-fitting step, termed Reverse Cross-Fitting…