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. Author manuscript; available in PMC: 2007 Apr 5.
Published in final edited form as: Signal Processing. 2006 Apr;86(4):814–834. doi: 10.1016/j.sigpro.2005.06.008

Table 2.

The local conditional probability distributions for the node X^1 and X^2

X^i(t) Pa(X^i(t)) Pr{X^1(t)|Pa(X^1(t))} Pr{X^2(t)|Pa(X^2(t))}
1 00 c1(1)=0.2 c2(2)=0.4
1 01 c1(1)+c2(1)=1 c2(2)=0.4
1 10 0 0
1 11 c1(1)+c2(1)=1 c1(2)=0.6
0 00 1 − 0.2 = 0.8 1 − 0.4 = 0.6
0 01 1 − 1 = 0 1 − 0.4 = 0.6
0 10 1 − 0 = 1 1 − 0 = 1
0 11 1 − 1 = 0 1 − 0.6 = 0.4