Testing for General Dynamical Stationarity with a Symbolic Data Compression Technique

Matthew B. Kennel, Alistair I. Mees

We construct a statistic and null test for examining the stationarity of time-series of discrete symbols: whether two data streams appear to originate from the same underlying unkn…