This repository contains the code for the submitted paper: Kento Okuyama, Tim Fabian Schaffland, Pascal Kilian, Holger Brandt, Augustin Kelava (2025). Frequentist forecasting in regime-switching models with extended Hamilton filter, available at https://arxiv.org/abs/2512.18149.