The repository contains the code for the implementation of several high-dimensional econometric methods, including:
- Standard Lasso
- Adapted Lasso
- Post Double Selection
- PCA
- Standard ARIMA univariate nowcast (to serve as a benchmark)
- Diabold-Mariano tests to compare the nowcasts statistically