Effective agricultural insurance and risk management program rely on accurate crop yield forecasting. In this paper, we … propose a novel deep factor model for crop yield forecasting and crop insurance ratemaking. This framework first utilizes a … highly nonlinear structure within the crop yield data, as well as its interactions with weather and economic variables. The …