1.2STJun 25, 2014
Learning the ergodic decompositionNabil Al-Najjar, Eran Shmaya
A Bayesian agent learns about the structure of a stationary process from ob- serving past outcomes. We prove that his predictions about the near future become ap- proximately those he would have made if he knew the long run empirical frequencies of the process.