This paper examines the predictability of the Federal Reserve (Fed) sentiment conveyed by the words in the Federal Open Market Committee (FOMC) statements. First, we construct a Fed sentiment index based on textual analysis. Second, we predict the Fed sentiment index by using a large set of...