COVID-19 observations and discusses their impact on prior calibration for inference and forecasting purposes. It shows that …-section of information is used. Besides the error structure, this paper shows that the standard Minnesota prior calibration is an … nominal variables. To alleviate this sensitivity, an outlier-robust prior calibration is proposed. …