Circular Regression Trees and Forests with an Application to Probabilistic Wind Direction Forecasting

Moritz N. Lang, Lisa Schlosser, Torsten Hothorn +3

While circular data occur in a wide range of scientific fields, the methodology for distributional modeling and probabilistic forecasting of circular response variables is rather l…