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. Author manuscript; available in PMC: 2013 Nov 26.
Published in final edited form as: J Am Stat Assoc. 2012 Oct 8;107(499):10.1080/01621459.2012.682530. doi: 10.1080/01621459.2012.682530

Table 2.

Terrorist network: Final hyperparameter estimates under different initializations.

Initial m 0.1 0.3 0.5 0.7 0.9
Final m 0.0801 ± 0.0692 0.0982 ± 0.0518 0.144 ± 0.0708 0.0695 ± 0.0227 0.116 ± 0.126
Initial π, γ, λ1, λ2 0.01 0.1 1 10 100
Final π 0.406 ± 0.296 0.937 ± 0.545 1.64 ± 1.01 6.31 ± 5.06 100 ± 0
Final γ 2.15 ± 0.683 2.71 ± 1.97 2.63 ± 1.83 2.75 ± 0.678 3.49 ± 0.785
Final λ1 0.0656 ± 0.0140 0.0805 ± 0.0239 0.0776 ± 0.0381 0.0877 ± 0.0188 0.0921 ± 0.0143
Final λ2 0.252 ± 0.00766 0.221 ± 0.0931 0.292 ± 0.0602 0.287 ± 0.0843 0.248 ± 0.0348