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Table 5 Summary of the global parameters for simulation 2 where the probabilities of expression were drawn from uniform distributions

From: A Bayesian model for classifying all differentially expressed proteins simultaneously in 2D PAGE gels

Global parameter

Mean from MCMC

Lower 95% HPD

Upper 95% HPD

True value

μ g

−5.00

−5.23

−4.79

−5

σ g

1.08

0.93

1.23

1

ψ

0.69

0.59

0.79

0.7

λ δ

0.62

0.50

0.75

0.5

ϕ δ

0.54

0.43

0.65

0.5

μ κ

0.99

0.70

1.3

κ  Uniform(−1,3)

σ κ

1.29

1.03

1.56

κ  Uniform(−1,3)

μ τ

−0.23

−0.67

0.22

τ  Uniform(−2,2)

σ τ

1.84

1.41

2.29

τ  Uniform(−2,2)