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On inference from Markov chain macro-data using transforms:

Crowder, Martin ; Stephens, David
Journal of Statistical Planning and Inference.  141 (2011)  9 - p. 3201-3216 , 2011
Link: https://doi.org/10.1016/j.jspi.2011.04.007