MclustBounded {mclustAddons} | R Documentation |
Model-based clustering for bounded data
Description
Clustering of bounded data via transformation-based approach for Gaussian mixtures.
Usage
MclustBounded(data, ...)
## S3 method for class 'MclustBounded'
summary(object, classification = TRUE, parameters = FALSE, ...)
Arguments
data |
A numeric vector, matrix, or data frame of observations. If a matrix or data frame, rows correspond to observations and columns correspond to variables. |
... |
Further arguments passed to |
object |
An object of class |
classification |
A logical, if |
parameters |
A logical, if |
Details
For more details see
vignette("mclustAddons")
Value
Returns an object of class 'MclustBounded'
.
Author(s)
Luca Scrucca
References
Scrucca L. (2024) A model-based clustering approach for bounded data using transformation-based Gaussian mixture models. Under review. arXiv pre-print available at http://arxiv.org/abs/2412.13572
See Also
densityMclustBounded()
, predict.MclustBounded()
, plot.MclustBounded()
.