AMIS Research Paper No. 6 aims at identifying thresholds that are associated with the transition between different levels of price volatility. To this end, the study surveys a host of factors related to price dynamics of food crops, and tries to isolate relevant determinants of volatility transition and to discover their change points using a statistical estimation and variable selection algorithm termed component-wise gradient boosting.