MBCbook-package {MBCbook}

Companion Package for the Book "Model-Based Clustering and Classification for Data Science"

Description

The companion package provides all original data sets and functions that are used in the book "Model-Based Clustering and Classification for Data Science" by Charles Bouveyron, Gilles Celeux, T. Brendan Murphy and Adrian E. Raftery (2019, ISBN:9781108644181).

Details

The DESCRIPTION file:

Encoding:	UTF-8
Package:	MBCbook
Type:	Package
Title:	Companion Package for the Book "Model-Based Clustering and Classification for Data Science"
Version:	0.1.2
Date:	2024-05-06
Authors@R:	c( person("Charles", "Bouveyron", , "[e-mail]", role = c("cre", "aut")), person("Gilles", "Celeux", , "[e-mail]", role = "aut"), person("T. Brendan", "Murphy", , "[e-mail]", role = "aut"), person("Adrian", "Raftery", , "[e-mail]", role = "aut"))
Depends:	R (>= 3.1.0), mclust, Rmixmod, MASS, mvtnorm
Suggests:	network, jpeg
Description:	The companion package provides all original data sets and functions that are used in the book "Model-Based Clustering and Classification for Data Science" by Charles Bouveyron, Gilles Celeux, T. Brendan Murphy and Adrian E. Raftery (2019, ISBN:9781108644181).
License:	GPL (>= 2)
NeedsCompilation:	no
URL:	https://github.com/cbouveyron/MBCbook
BugReports:	https://github.com/cbouveyron/MBCbook/issues
Author:	Charles Bouveyron [cre, aut], Gilles Celeux [aut], T. Brendan Murphy [aut], Adrian Raftery [aut]
Maintainer:	Charles Bouveyron <[e-mail]>

Index of help topics:

AIDSBlogs               The AIDSBlogs data set
Advice                  The Advice data set from Lazega (2001)
Coworker                The Coworker data set from Lazega (2001)
Friend                  The Friend data set from Lazega (2001)
MBCbook-package         Companion Package for the Book "Model-Based
                        Clustering and Classification for Data Science"
NIR                     The chemometrics near-infrared (NIR) data set
PoliticalBlogs          The political blog data set
UScongress              The US congress vote data set
amazonFineFoods         The Amazon Fine Foods data set
constrEM                Semi-supervised clustering with must-link
                        constraints
credit                  The Credit data set
denoisePatches          Denoising of image patches
imageToPatch            Transform an image into a collection of patches
imshow                  Display an image
puffin                  The puffin data set
reconstructImage        Reconstructing an image from a patch
                        decomposition
rqda                    Robust (quadratic) discriminant analysis
usps358                 The handwritten digits usps358 data set
varSelEM                A variable selection algorithm for clustering
velib2D                 The bivariate Vélib data set
velibCount              The discrete version (count data) of the Vélib
                        data set
wine27                  The (27-dimensional) Italian Wine data set

Author(s)

Charles Bouveyron [cre, aut], Gilles Celeux [aut], T. Brendan Murphy [aut], Adrian Raftery [aut]

Maintainer: Charles Bouveyron <[e-mail]>

References

Charles Bouveyron and Gilles Celeux and T. Brendan Murphy and Adrian E. Raftery, Model-Based Clustering and Classification for Data Science: with Applications in R, Cambridge University Press, 2019.