Update the Dirichlet process concentration parameter.

Source: R/update_alpha.R

Using the procedure outlined in West (1992) we sample the concentration parameter of the Dirichlet process. See reference for further details.

UpdateAlpha(dpobj)

# S3 method for default
UpdateAlpha(dpobj)

# S3 method for hierarchical
UpdateAlpha(dpobj)

Arguments

dpobj

Dirichlet process object.

Value

A Dirichlet process object with updated concentration parameter.

References

West, M. (1992). Hyperparameter estimation in Dirichlet process mixture models. ISDS Discussion Paper# 92-A03: Duke University.