Run the Beta Geometric model and produce forecasts for both datasets (\"High End\" and \"Regular\"), but only use four periods for model calibration instead of the full seven that we used in class. Then also compare the model you obtain using seven years of data. Briefly describe your results and any key conclusions that you draw from them. Be sure to compute insample and out-of-sample MAPE (Mean Absolute Percentage Error).