DPtree (version 1.0.1)

SampleDPTreeDensity: Sample a copula observation from a realized distribution from D-P tree.

Description

SampleDPTreeDensity returns a copula sample from a realized distribution from D-P tree.

Usage

SampleDPTreeDensity(nsam, d)

Arguments

nsam

A positive integer. The sample size.

d

A \(2^m\) by \(2^m\) matrix, m being the approximating level. Normalized measures for all \(2^m\) by \(2^m\) sub-partititons on copula space given by the realized distribution from D-P tree, as returned by DPTreeDensity.

Value

An array of dimension nsam by 2. The values of PDF of the input D-P tree distribution evaluated at the input points.

References

DPtreeDPtree

Examples

# NOT RUN {
SampleDPTreeDensity(10, DPTreePMeanDensity(DPTreePrior(m=2, z=1)))
# }