Mikkel Mandrup

A Comparison of High-Dimensional Variable Selection Procedures for Electricity Spot Price Forecasting

The paper considers the problem of variable selection for forecasting electricity spot prices. High-dimensional methods such as LASSO and Elastic Net are widely used for this purpose, and while they exhibit strong predictive performance, their tendency to select over-parameterized models raises questions about interpre...