Abstract Voters’ beliefs about the strength of political parties are a central part many foundational science theories. In this article, we present dynamic Bayesian learning model that allows us to study how voters form these by from pre-election polls over course an election campaign. model, belief adaptation new can vary due perceived precision poll or reliance on prior beliefs. We evaluate i...