MCMCpack (version 1.7-0)

make.breaklist: Vector of break numbers

Description

This function generates a vector of break numbers using the output of testpanelSubjectBreak. The function performs a pairwise comparison of models using Bayes Factors.

Usage

make.breaklist(BF, threshold = 3)

Value

Vector fo break numbers.

Arguments

BF

output of testpanelSubjectBreak.

threshold

The Bayes Factor threshold to pick the best model. If a Bayes factor of two models is smaller than threshold, the model with a smaller number of break is chosen to avoid the over-identification problem. Users can change threshold into any positive number. The default value of 3 is chosen as it indicates the existence of "substantial evidence" in favor of the model in the numerator according to Jeffreys' scale.

References

Jong Hee Park, 2012. ``Unified Method for Dynamic and Cross-Sectional Heterogeneity: Introducing Hidden Markov Panel Models.'' American Journal of Political Science.56: 1040-1054. <doi: 10.1111/j.1540-5907.2012.00590.x>

Harold Jeffreys, 1961. The Theory of Probability. Oxford University Press.

See Also

testpanelSubjectBreak