As a side note, if one looks closely at the ensemble MJO forecasts, it seems like there are often one or two members that go backwards.  I remember reading somewhere that NWP models often not infrequently predict the MJO to go backward, but it almost never happens.  That goes into the "I wonder why they can't fix that" file.