Jernigan, Robert W.; Baran, Robert H. - In: Statistics & Probability Letters 64 (2003) 1, pp. 17-23
The chi-squared test of Markov chain lumpability is shown to operate reliably under a corrected derivation of the degrees of freedom. The test is used to screen out lumping schemes that corrupt the Markov property and give rise to higher order dependence.