**Describe the bug** A model trained with week-level data is forecasting steps ahead at day granularity. **To Reproduce** I put a reproducible example here - https://stats.stackexchange.com/questions/598669/forecasts-are-at-different-levels-using-htsregressor-hierarchical-time-series **Expected behavior** Forecasted output to be same as week-level. **Desktop (please complete the following information):** - OS: [e.g. Monterey] - scikit-hts version: [e.g. 0.5.12] - Python version: [e.g. 3.9.12]