June 13th, 2016, 12:49 pm
It comes down to a question of what conditions belong in the population from which future samples are drawn:1. Disunion and union are part of the population: for the purposes of a valid long-term distribution, pre-EMU data is valid because EMU breakup is not impossible (GREXIT, BREXIT, ......)2. The future can only be like the most recent past so one should use data from the start of the EMU. (Have you eyeballed the distribution of value pre- and post-EMU formation to see if they look different?)3. Maybe 1972-to-present is too short. What about German government bond rates in the Weimar era? They may be unlikely, but why are they absolutely impossible?As for your question of the reliability of the data, I'd say that the data is probably very reliable but the assumption that the future will be like the past is extremely unreliable.