The paper outlines an approach to estimation and analysis of rational expectations international cotton market. A multiple model bootstrap filter is used to compute unobserved market expectations and their distributions. Estimation results are used to analyze the welfare effects of exogenous trade shocks and government programs, with application to the national market security.