Maximum likelihood estimation with HP filtered data: an invariance theorem
Timothy Cogley · RePEc: Research Papers in Economics · 1994
Applying the Hodrick-Prescott filter to both the approximating model and the data adds a constant to the log-likelihood function. Thus, maximum likelihood estimates and likelihood ratio statistics are invariant to symmetric HP filtering.