Package: dpmixsim
Title: Dirichlet Process Mixture Model Simulation for Clustering and
Image Segmentation
Version: 0.0-9
Date: 2018-07-11
Author: Adelino Ferreira da Silva <afs@fct.unl.pt>
Maintainer: Adelino Ferreira da Silva <afs@fct.unl.pt>
Depends: R (>= 2.10.0), oro.nifti, cluster
Description: The 'dpmixsim' package implements a Dirichlet Process Mixture (DPM)
model for clustering and image segmentation.  The DPM model is
a Bayesian nonparametric methodology that relies on MCMC
simulations for exploring mixture models with an unknown number
of components.  The code implements conjugate models with
normal structure (conjugate normal-normal DP mixture model).
The package's applications are oriented towards the
classification of magnetic resonance images according to tissue
type or region of interest.
License: GPL (>= 2)
Repository: CRAN
Date/Publication: 2018-07-11 17:00:02 UTC
NeedsCompilation: yes
Packaged: 2018-07-11 12:51:07 UTC; arfs

Description: Create, install, and summarise data packages that follow
the Open Knowledge Foundation's Data Package Protocol.
Imports: digest, httr, jsonlite, magrittr, rio
Packaged: 2015-05-22 10:22:53 UTC; christophergandrud

person("Yann-Ael", "Le Borgne", role = "ctb")
Packaged: 2016-03-07 06:43:52 UTC; christophergandrud

Title: Determinantal Point Process Mixture Models
Author: Yanxun Xu [aut], Peter Mueller [aut], Donatello Telesca [aut], David J. H. Shih [aut, cre]
Description: Multivariate Gaussian mixture model with a determinant point
process prior to promote the discovery of parsimonious components from
observed data. See Xu, Mueller, Telesca (2016) <doi:10.1111/biom.12482>.

Package: dprep
Title: Data preprocessing and visualization functions for
classification
Version: 1.0
Author: Edgar Acuna<edgar@cs.uprm.edu> and  Caroline Rodriguez<caroline@math.uprm.edu>
Description: Functions for normalization, treatment of missing values, discretization,
outlier detection, feature selection,  and visualization
Suggests: stats, class, MASS, rpart, nnet
Maintainer: Edgar Acuna <edgar@cs.uprm.edu>
License: GPL
URL: http://math.uprm.edu/~edgar/
Packaged: Sat Jul  9 06:31:56 2005; edgar acuna