Time Series Analysis for Prediction of Geomagnetic Indices
Published in Ludwig-Maximilians-Universität München, 2025
Master’s Thesis. This study evaluates the three modelling approaches Cumulative Odds Model, XGBoost and LSTM to forecast the global geomagnetic index Hp30 up to 9 hours ahead, using a direct forecasing approach, provided by the forecastML R package.