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Table 1 Mean and standard deviation of numbers of DAGs visited during sampling periods of the same chains as in Fig. 7

From: Using multi-step proposal distribution for improved MCMC convergence in Bayesian network structure learning

Proposal distribution

Mean DAGs (std)

p 1=1.0,p 2=0.0

4.41 (3.3698)

p 1=0.8,p 2=0.2

8.3 (2.8373)

p 1=0.6,p 2=0.4

8.01 (2.4058)

p 1=0.4,p 2=0.6

7.24 (3.0021)

p 1=0.2,p 2=0.8

6.31 (3.212)

p 1=0.0,p 2=1.0

2.66 (2.4994)