The Hodrick-Prescott (HP) filter is the most popular method of transforming data in the Real Business Cycle (RBC) literature. An algorithm to invert the Hodrick-Prescott (HP) filter is described. This algorithm is applied, using Markov chain Monte Carlo methods, to the problem of evaluating a...