• flexmix

  • Referenced in 109 articles [sw06087]
  • FlexMix implements a general framework for finite mixtures of regression models using the EM algorithm...
  • Latent GOLD

  • Referenced in 93 articles [sw11673]
  • same period, the related field of finite mixture (FM) models for multivariate normal distributions began ... assumed to arise as a mixture from a finite number of distinctly different populations...
  • mixtools

  • Referenced in 59 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...
  • AutoClass

  • Referenced in 68 articles [sw26092]
  • cases, sometimes called finite mixture separation or clustering. The main difference between clustering...
  • mixsmsn

  • Referenced in 41 articles [sw06064]
  • package mixsmsn: Fitting Finite Mixture of Scale Mixture of Skew-Normal Distributions. Functions ... finite mixture of scale mixture of skew-normal (FM-SMSN) distributions...
  • 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...
  • MixSim

  • Referenced in 33 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 non-Gaussian data, simulating outliers ... plots for the graphical display of finite mixture models...
  • betareg

  • Referenced in 37 articles [sw15449]
  • bias-reduced estimation as well as finite mixture models and recursive partitioning for beta regressions...
  • SmartPLS

  • Referenced in 24 articles [sw10491]
  • quadratic effect), confirmatory tetrad analysis (CTA), finite mixture (FIMIX) segmentation, and prediction-oriented segmentation...
  • Emmixuskew

  • Referenced in 21 articles [sw16349]
  • Mixture Models. Functions to fit finite mixture of unrestricted multivariate skew t (FM-uMST) model...
  • EMCluster

  • Referenced in 6 articles [sw24496]
  • Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution. EM algorithms and several efficient ... methods for model-based clustering of finite mixture Gaussian distribution with unstructured dispersion in both...
  • CensMixReg

  • Referenced in 5 articles [sw21090]
  • Finite mixture modeling of censored data using the multivariate student-t distribution. Finite mixture models ... model for censored data based on finite mixtures of multivariate Student-$t$ distributions. This approach...
  • bayesmix

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

  • Referenced in 5 articles [sw08156]
  • package mixdist: Finite Mixture Distribution Models. This package contains functions for fitting finite mixture distribution...
  • PLMIX

  • Referenced in 4 articles [sw19806]
  • package PLMIX: Bayesian Analysis of Finite Mixtures of Plackett-Luce Models for Partial Rankings/Orderings ... finite mixtures of Plackett-Luce models for partial top rankings/orderings within the Bayesian framework...
  • VarSelLCM

  • Referenced in 6 articles [sw15183]
  • Latent Class Model. Uses a finite mixture model for performing the cluster analysis with variable...
  • DNest4

  • Referenced in 3 articles [sw25767]
  • 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...
  • EMMIXcskew

  • Referenced in 4 articles [sw16159]
  • Package for the Fitting of a Mixture of Canonical Fundamental Skew t-Distributions, This paper ... fundamental skew t-distribution (CFUST) and finite mixtures of this distribution (FM-CFUST) via maximum...
  • PhyloBayes MPI

  • Referenced in 2 articles [sw23042]
  • PhyloBayes MPI: phylogenetic reconstruction with infinite mixtures of profiles in a parallel environment. Modeling across ... more accurate phylogenetic reconstructions. Both finite and infinite mixture models have been proposed and have ... matrix models. Compared with their finite counterparts, infinite mixtures have a greater expressivity. However, they ... more classical empirical matrices and finite mixtures. The parallelization is made efficient thanks...
  • CAMAN

  • Referenced in 2 articles [sw14555]
  • CAMAN: Finite Mixture Models and Meta-Analysis Tools - Based on C.A.MAN. Tools for the analysis ... finite semiparametric mixtures. These are useful when data is heterogeneous, e.g. in pharmacokinetics or meta...