summary.cluster.test {bayesclust}R Documentation

Provides Summary of Cluster Test Result

Description

This function provides a summary of objects of class ``cluster.test''.

Usage

## S3 method for class 'cluster.test':
summary(object, ...)

Arguments

object object must be of class ``cluster.test'', which is the class of object returned after running cluster.test.
... For later expansion.

Author(s)

Gopal, V.

References

Fuentes, C. and Casella, G. (2008) "Testing for the Existence of Clusters" http://www.stat.ufl.edu/~casella/Papers/paper-v3.pdf

Gopal, V. "BayesClust User Manual" http://www.stat.ufl.edu/~viknesh/bayesclust/clust.html

See Also

cluster.test for further information on objects of class ``cluster.test''.

plot.cluster.test to monitor convergence of computation of posterior probability.

Examples

# Generate random 2-variate data
Y <- matrix(rnorm(24), nrow=12)

# Search for optimal partitioning of data into 2 clusters
test1 <- cluster.test(Y, p=2, nsim=5000)

# Summary output
summary(test1)

[Package bayesclust version 2.1 Index]