R: Hierarchical Modal Clustering

# Hierarchical Modal Clustering

## Documentation for package ‘Modalclust’ version 0.7

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

choose.cluster | Choosing the cluster which is closest to a specified point
contour | Plot clusters with different colors for two dimensional data overlayed on the contours of the original data.
contour.hmac | Plot clusters with different colors for two dimensional data overlayed on the contours of the original data.
cta20 | Two dimensional data in original and log scale
cta20.hmac | Two dimensional data in original and log scale
disc2d | Two and three dimensional data representing two half discs
disc2d.hmac | Two and three dimensional data representing two half discs
disc3d | Two and three dimensional data representing two half discs
disc3d.hmac | Two and three dimensional data representing two half discs
dmvnorm | Calculate Density of Multivariate Normal for diagonal covariance
findmid | Find the mid point of memberships of each cluster
hard.hmac | Plot clusters with different colors.
hmac | Perform Modal Clustering in serial mode only
khat | Calculate the smoothing paramters for implementation of Modal Clustering.
khat.inv | Calculate the smoothing paramters for implementation of Modal Clustering.
logcta20 | Two dimensional data in original and log scale
logcta20.hmac | Two dimensional data in original and log scale
modalclust | Main function for performing Modal Clusters either parallel or serial mode.
mydmvnorm | Calculate Density of Multivariate Normal for diagonal covariance
oned | One dimensional data with two main clusters
oned.hmac | One dimensional data with two main clusters
phmac | Main function for performing Modal Clusters either parallel or serial mode.
plot | Plots of heierarchical tree for a 'hmac' object
plot.hmac | Plots of heierarchical tree for a 'hmac' object
sdofnorm | Calculate the smoothing paramters for implementation of Modal Clustering.
soft.hmac | Plot soft clusters from Modal Clustering output
summary | Summary of HMAC output
summary.hmac | Summary of HMAC output