We develop a semi-structural new-Keynesian open-economy model, with separate food and non-food inflation dynamics, for … forecasting and monetary policy analysis in low-income countries and apply it to Kenya. We use the model to run several policy …-relevant exercises. First, we filter international and Kenyan data (on output, inflation and its components, exchange rates and interest …