
mixsmsn
 Referenced in 51 articles
[sw06064]
 Fitting Finite Mixture of Scale Mixture of SkewNormal Distributions. Functions to fit finite mixture ... scale mixture of skewnormal (FMSMSN) distributions...

MixSim
 Referenced in 37 articles
[sw07914]
 Clustering Algorithms. MixSim allows simulating mixtures of Gaussian distributions with different levels of overlap between ... computing the exact overlap for Gaussian mixtures, simulating Gaussian and nonGaussian data, simulating outliers ... constructing parallel distribution plots for the graphical display of finite mixture models...

Latent GOLD
 Referenced in 94 articles
[sw11673]
 related field of finite mixture (FM) models for multivariate normal distributions began to emerge, through ... that is assumed to arise as a mixture from a finite number of distinctly different...

movMF
 Referenced in 26 articles
[sw11606]
 Mixtures of von MisesFisher Distributions. Fit and simulate mixtures of von MisesFisher distributions...

teigen
 Referenced in 19 articles
[sw07950]
 multivariate tdistribution. Fits multivariate tdistribution mixture models (with eigendecomposed covariance structure...

EMMIXskew
 Referenced in 13 articles
[sw07968]
 EMMIXskew: The EM Algorithm and Skew Mixture Distribution EM algorithm for Mixture of Multivariate Skew...

MixGHD
 Referenced in 14 articles
[sw18474]
 Discriminant Analysis Using the Mixture of Generalized Hyperbolic Distributions. Carries out modelbased clustering, classification ... model ’MGHD’ is the classical mixture of generalized hyperbolic distributions. The ’MGHFA’ is the mixture ... data sets. The ’MSGHD’, mixture of multiple scaled generalized hyperbolic distributions. The ’cMSGHD ... contour plots. The ’MCGHD’, mixture of coalesced generalized hyperbolic distributions is a new more flexible...

ContaminatedMixt
 Referenced in 19 articles
[sw21014]
 Package for Fitting Parsimonious Mixtures of Multivariate Contaminated Normal Distributions. We introduce the R package ... disseminate the use of mixtures of multivariate contaminated normal distributions as a tool for robust ... from the more popular mixtures of multivariate normal and t distributions, this approach also allows...

glmmAK
 Referenced in 28 articles
[sw13218]
 random effects whose distribution is specified as a penalized normal mixture are implemented. The methodology ... with a penalized Gaussian mixture as a randomeffects distribution. Computational Statistics and Data Analysis...

mixdist
 Referenced in 8 articles
[sw08156]
 package mixdist: Finite Mixture Distribution Models. This package contains functions for fitting finite mixture distribution...

CensMixReg
 Referenced in 12 articles
[sw21090]
 data using the multivariate studentt distribution. Finite mixture models have been widely used ... data based on finite mixtures of multivariate Student$t$ distributions. This approach allows ... skewness depending on the structure of the mixture components. We develop an analytically simple ... variance of the multivariate truncated Student$t$ distributions. Further, a general informationbased method...

GSM
 Referenced in 19 articles
[sw10497]
 approach for estimation of a mixture of gamma distributions in which the mixing occurs over...

betareg
 Referenced in 51 articles
[sw15449]
 betadistributed response), biascorrected and biasreduced estimation as well as finite mixture models...

blasso
 Referenced in 13 articles
[sw06769]
 characterizations of the class of prior distributions are introduced: a properly normalized, direct characterization, which ... alternate representation as a scale mixture of normal distributions. Prior distributions are proposed...

EbayesThresh
 Referenced in 17 articles
[sw11103]
 modelled as having, independently, a distribution that is a mixture of an atom of probability...

otrimle
 Referenced in 15 articles
[sw17889]
 data are modelled by a mixture of Gaussian distributions and a noise component, which...

EMMIXskew
 Referenced in 17 articles
[sw19758]
 EMMIXskew: EM Algorithm for Mixture of Multivariate Skew Normal/t Distributions...

EMCluster
 Referenced in 6 articles
[sw24496]
 ModelBased Clustering of Finite Mixture Gaussian Distribution. EM algorithms and several efficient initialization methods ... modelbased clustering of finite mixture Gaussian distribution with unstructured dispersion in both of unsupervised...

MitISEM
 Referenced in 4 articles
[sw23111]
 package MitISEM: Mixture of Student t Distributions using Importance Sampling and Expectation Maximization. Flexible multivariate ... using adapted Mixture of Student t Distributions. Mixture of t distribution is obtained using Importance...

AdMit
 Referenced in 8 articles
[sw09498]
 Adaptive Mixture of Studentt Distributions as a Flexible Candidate Distribution for Efficient Simulation ... flexible functions to approximate a certain target distribution and to efficiently generate a sample ... AdMit which fits an adaptive mixture of Studentt distributions to the density of interest ... bivariate bimodal distribution. The second shows the relevance of the adaptive mixture procedure through...