• mclust

  • Referenced in 194 articles [sw00563]
  • Classification, and Density Estimation , Normal Mixture Modeling fitted via EM algorithm for Model-Based Clustering...
  • PGMM

  • Referenced in 60 articles [sw07981]
  • Gaussian mixture models. Carries out model-based clustering or classification using parsimonious Gaussian mixture models...
  • mixture

  • Referenced in 11 articles [sw14633]
  • Classification. An implementation of all 14 Gaussian parsimonious clustering models (GPCMs) for model-based clustering ... model-based classification...
  • teigen

  • Referenced in 9 articles [sw07950]
  • package teigen: Model-based clustering and classification with the multivariate t-distribution. Fits multivariate...
  • EMan

  • Referenced in 6 articles [sw09056]
  • iterative process, which utilizes classification by model-based projection matching. CTF (contrast transfer function) parameters...
  • MixGHD

  • Referenced in 4 articles [sw18474]
  • package MixGHD. Model Based Clustering, Classification and Discriminant Analysis Using the Mixture ... Generalized Hyperbolic Distributions. Carries out model-based clustering, classification and discriminant analysis using five different...
  • Mixmod

  • Referenced in 31 articles [sw06991]
  • Model-based cluster and discriminant analysis with the MIXMOD software. The Mixture Modeling (MIXMOD) program ... fits mixture models to a given data set for the purposes of density estimation, clustering ... estimate the mixture parameters are proposed (EM, Classification EM, Stochastic EM), and it is possible...
  • MBCbook

  • Referenced in 1 article [sw29892]
  • Companion Package for the Book ”Model-Based Clustering and Classification for Data Science” by Bouveyron ... used in the book ”Model-Based Clustering and Classification for Data Science” by Charles Bouveyron...
  • longclust

  • Referenced in 2 articles [sw20487]
  • package longclust: Model-Based Clustering and Classification for Longitudinal Data. Clustering or classification of longitudinal...
  • partykit

  • Referenced in 15 articles [sw10634]
  • classification models. This unified infrastructure can be used for reading/coercing tree models from different sources ... conditional inference trees (ctree) and model-based recursive partitioning (mob) from the party package...
  • SelvarMix

  • Referenced in 2 articles [sw24498]
  • variable selection in the model-based clustering and classification frameworks. First, the variables are arranged...
  • migrateR

  • Referenced in 1 article [sw27353]
  • migrateR provides a framework for model-based quantification and classification of animal movement. The core...
  • vscc

  • Referenced in 3 articles [sw20486]
  • classification framework. In particular, it can be used in an automated fashion using mixture model ... based methods (tEIGEN and MCLUST are currently supported...
  • ordinalClust

  • Referenced in 1 article [sw26302]
  • Classification. Ordinal data classification, clustering and co-clustering using model-based approach with...
  • CoClust

  • Referenced in 3 articles [sw19990]
  • require either to choose a starting classification or to set a priori the number ... CoClust selects them by using a criterion based on the log-likelihood of a copula ... dependence scenarios and compare it with a model-based clustering technique. Finally, we show applications...
  • PLASQ

  • Referenced in 3 articles [sw18746]
  • PLASQ: A generalized linear model-based procedure to determine allelic dosage in cancer cells from ... based upon a generalized linear model that takes advantage of a novel classification of probes...
  • FlowFP

  • Referenced in 1 article [sw19119]
  • contrast with model-based methods such as Gaussian Mixture Modeling. FlowFP is computationally efficient ... data quality control and to the automated classification of Acute Myeloid Leukemia...
  • bayesMCClust

  • Referenced in 0 articles [sw27221]
  • Chain Monte Carlo (MCMC) sampler for model-based clustering of discrete-valued time series obtained ... probabilistic model for the latent group indicators within the Bayesian classification rule using a multinomial...
  • GGobi

  • Referenced in 40 articles [sw00345]
  • GGobi is an open source visualization program for...
  • hsmm

  • Referenced in 13 articles [sw00419]
  • R package hsmm: Hidden Semi Markov Models: This...