
mixtools
 Referenced in 73 articles
[sw08093]
 package mixtools: Tools for analyzing finite mixture models. A collection of R functions for analyzing ... finite mixture models. This package is based upon work supported by the National Science Foundation...

flexmix
 Referenced in 127 articles
[sw06087]
 implements a general framework for finite mixtures of regression models using the EM algorithm. FlexMix...

Latent GOLD
 Referenced in 94 articles
[sw11673]
 structural equation models, and randomeffects regression models that are based on continuous latent variables ... period, the related field of finite mixture (FM) models for multivariate normal distributions began ... Wolfe (1965, 1967, 1970) and others. FM models seek to separate ... assumed to arise as a mixture from a finite number of distinctly different populations...

betareg
 Referenced in 51 articles
[sw15449]
 package betareg: Beta Regression. Beta regression for modeling betadistributed dependent variables, e.g., rates ... biasreduced estimation as well as finite mixture models and recursive partitioning for beta regressions...

MixSim
 Referenced in 37 articles
[sw07914]
 systematic performance investigation of clustering and finite mixture modeling algorithms. Among other capabilities of MixSim ... computing the exact overlap for Gaussian mixtures, simulating Gaussian and nonGaussian data, simulating outliers ... plots for the graphical display of finite mixture models...

MULTIMIX
 Referenced in 34 articles
[sw03250]
 MULTIMIX program L. Hunt [Clustering using finite mixture models. Ph.D. thesis, Univ. Waikato (1996)] implemented ... finite mixture model approach to clustering in a program called MULTIMIX. The program is designed...

CensMixReg
 Referenced in 12 articles
[sw21090]
 Finite mixture modeling of censored data using the multivariate studentt distribution. Finite mixture models ... propose a robust model for censored data based on finite mixtures of multivariate Student...

Emmixuskew
 Referenced in 24 articles
[sw16349]
 Unrestricted Multivariate Skew t Mixture Models. Functions to fit finite mixture of unrestricted multivariate skew...

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

VarSelLCM
 Referenced in 7 articles
[sw15183]
 Latent Class Model. Uses a finite mixture model for performing the cluster analysis with variable...

bayesmix
 Referenced in 7 articles
[sw23613]
 Models with JAGS. The fitting of finite mixture models of univariate Gaussian distributions using JAGS...

flowPeaks
 Referenced in 4 articles
[sw38205]
 problem: one is based on the finite mixture model and the other on spatial exploration ... article, we combine ideas from the finite mixture model and histogram spatial exploration. This ... smoothed density function using the finite mixture model. All local peaks are exhaustively searched...

SmartPLS
 Referenced in 27 articles
[sw10491]
 order models), nonlinear relationships (e.g., quadratic effect), confirmatory tetrad analysis (CTA), finite mixture (FIMIX) segmentation...

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

DNest4
 Referenced in 3 articles
[sw25767]
 evidence”, is a key quantity in Bayesian model selection. The diffusive nested sampling algorithm ... RJObject’, a class template for finite mixture models; and (ii) a Python package allowing basic ... examples including simple Bayesian data analysis, finite mixture models, and approximate Bayesian computation...

PyMix
 Referenced in 3 articles
[sw07781]
 basic and extended mixture models. Features: Finite mixture models of discrete and continuous features; Wide...

SENKIN
 Referenced in 25 articles
[sw12845]
 reacting gas mixture in a closed system. The model accounts for finiterate elementary chemical...

ManlyMix
 Referenced in 3 articles
[sw18006]
 Manly Mixture Modeling and ModelBased Clustering. The utility of this package includes finite mixture...

PLMIX
 Referenced in 4 articles
[sw19806]
 PLMIX: Bayesian Analysis of Finite Mixtures of PlackettLuce Models for Partial Rankings/Orderings. Fit finite...

AutoClass
 Referenced in 70 articles
[sw26092]
 cases, sometimes called finite mixture separation or clustering. The main difference between clustering ... mathematical development for the basic mixture model, describe the approximations needed for computational tractability, give...