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Model checks of higher order time series:

Stute, W. ; Presedo Quindimil, M. ; González Manteiga, W..
Statistics & Probability Letters.  76 (2006)  13 - p. 1385-1396 , 2006
Link: https://doi.org/10.1016/j.spl.2006.02.009