• mixtools

  • Referenced in 61 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 109 articles [sw06087]
  • implements a general framework for finite mixtures of regression models using the EM algorithm. FlexMix...
  • Latent GOLD

  • Referenced in 93 articles [sw11673]
  • structural equation models, and random-effects 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...
  • 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 39 articles [sw15449]
  • package betareg: Beta Regression. Beta regression for modeling beta-distributed dependent variables, e.g., rates ... bias-reduced estimation as well as finite mixture models and recursive partitioning for beta regressions...
  • Emmixuskew

  • Referenced in 21 articles [sw16349]
  • Unrestricted Multivariate Skew t Mixture Models. Functions to fit finite mixture of unrestricted multivariate skew...
  • bayesmix

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

  • Referenced in 5 articles [sw21090]
  • Finite mixture modeling of censored data using the multivariate student-t distribution. Finite mixture models ... propose a robust model for censored data based on finite mixtures of multivariate Student...
  • VarSelLCM

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

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

  • Referenced in 24 articles [sw10491]
  • order models), nonlinear relationships (e.g., quadratic effect), confirmatory tetrad analysis (CTA), finite mixture (FIMIX) segmentation...
  • flowPeaks

  • Referenced in 3 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...
  • EMCluster

  • Referenced in 6 articles [sw24496]
  • EMCluster: EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution. EM algorithms ... efficient initialization methods for model-based 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...
  • PLMIX

  • Referenced in 4 articles [sw19806]
  • PLMIX: Bayesian Analysis of Finite Mixtures of Plackett-Luce Models for Partial Rankings/Orderings. Fit finite...
  • PyMix

  • Referenced in 2 articles [sw07781]
  • basic and extended mixture models. Features: Finite mixture models of discrete and continuous features; Wide...
  • SENKIN

  • Referenced in 20 articles [sw12845]
  • reacting gas mixture in a closed system. The model accounts for finite-rate elementary chemical...
  • AutoClass

  • Referenced in 68 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...
  • ManlyMix

  • Referenced in 2 articles [sw18006]
  • Manly Mixture Modeling and Model-Based Clustering. The utility of this package includes finite mixture...