Maximising Entropy to Deduce an Initial Probability Distribution for a Causal Network. - Michael John Markham; Paul C. Rhodes (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1999)

Probabilistic independence and its impact on the use of maximum entropy in casual networks. - Michael John Markham (2005)

Independence in Complete and Incomplete Causal Networks under Maximum Entropy. - Michael John Markham (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008)

Calculating the Prior Probability Distribution for a Causal Network Using Maximum Entropy: Alternative Approaches. - Michael John Markham (Entropy, 2011)