TY - JOUR AU - Christiano,Lawrence J. AU - Vigfusson,Robert J. TI - Maximum Likelihood in the Frequency Domain: A Time to Build Example JF - National Bureau of Economic Research Working Paper Series VL - No. 7027 PY - 1999 Y2 - March 1999 UR - http://www.nber.org/papers/w7027 L1 - http://www.nber.org/papers/w7027.pdf N1 - Author contact info: Lawrence Christiano Department of Economics Northwestern University 2001 Sheridan Road Evanston, IL 60208 Tel: 847/491-8231 Fax: 847/491-7001 E-Mail: l-christiano@northwestern.edu AB - A well known result is that the Gaussian log-likelihood can be expressed as the sum over different frequency components. This implies that the likelihood ratio statistic has a similar linear decomposition. We exploit these observations to devise diagnostic methods that are useful for interpreting maximum likelihood parameter estimates and likelihood ratio tests. We apply the methods to the estimation and testing of two real business cycle models. The standard real business cycle model is rejected in favor of an alternative in which capital investment requires a planning period ER -