Compositional (version 4.3)

Density of the Flexible Dirichlet distribution: Density of the Flexible Dirichlet distribution

Description

Density of the Flexible Dirichlet distribution

Usage

fd.density(x, alpha, prob, tau)

Arguments

x

A vector or a matrix with compositional data.

alpha

A vector of the non-negative $alpha$ parameters.

prob

A vector of the clusters' probabilities. It must sum to one.

tau

The non-negative scalar $tau$ parameter.

Value

The density value(s).

Details

For more information see the references.

References

Ongaro A. and Migliorati S. (2013). A generalization of the Dirichlet distribution. Journal of Multivariate Analysis, 114, 412--426.

Migliorati S., Ongaro A. and Monti G. S. (2017). A structured Dirichlet mixture model for compositional data: inferential and applicative issues. Statistics and Computing, 27, 963--983.

See Also

fd.est, rfd

Examples

# NOT RUN {
alpha <- c(12, 11, 10)
prob <- c(0.25, 0.25, 0.5)
tau <- 8
x <- rfd(20, alpha, prob, tau)
fd.density(x, alpha, prob, tau)
# }