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mixreg

R package mixreg: Functions to fit mixtures of regressions. Fits mixtures of (possibly multivariate) regressions (which has been described as doing ANCOVA when you don’t know the levels).

Keywords for this software

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  • EM algorithm
  • R package
  • identifiability
  • R
  • Journal of Statistical Software
  • mixture models
  • EM algorithms
  • hierarchical mixture of experts
  • culstering
  • mixtures of regressions
  • random covariates
  • profile likelihood
  • mixture model
  • breakpoints
  • scale mixtures
  • linear cluster
  • skew-normal distribution
  • cluster-weighted models
  • mixture
  • maximum likelihood estimation
  • orthogonal regression
  • piecewise linear regression
  • errors-in-variables model
  • weighted bootstrap
  • model-based clustering
  • finite mixtures
  • multiplier central limit theorem
  • linear regression
  • asymptotic normality
  • method of moments

  • URL: cran.r-project.org/web...
  • Code
  • InternetArchive
  • Manual: cran.r-project.org/web...
  • Authors: Rolf Turner
  • Dependencies: R

  • Add information on this software.


  • Related software:
  • R
  • mixtools
  • flexmix
  • mclust
  • ChIPmix
  • ContaminatedMixt
  • mixsmsn
  • ElemStatLearn
  • EMCluster
  • bayesmix
  • Show more...
  • Segmented
  • fpc
  • flexCWM
  • ks
  • strucchange
  • Algorithm 39
  • KernSmooth
  • CRAN Task Views
  • nlsmsn
  • SenSrivastava
  • Show less...

References in zbMATH (referenced in 6 articles )

Showing results 1 to 6 of 6.
y Sorted by year (citations)

  1. Angelo Mazza; Antonio Punzo; Salvatore Ingrassia: flexCWM: A Flexible Framework for Cluster-Weighted Models (2018) not zbMATH
  2. Young, Derek S.: Mixtures of regressions with changepoints (2014)
  3. Bordes, L.; Kojadinovic, I.; Vandekerkhove, P.: Semiparametric estimation of a two-component mixture of linear regressions in which one component is known (2013)
  4. Marcos Prates; Victor Lachos; Celso Barbosa Cabral: mixsmsn: Fitting Finite Mixture of Scale Mixture of Skew-Normal Distributions (2013) not zbMATH
  5. Yan, Guohua; Welch, William J.; Zamar, Ruben H.: Model-based linear clustering (2010)
  6. Young, D. S.; Hunter, D. R.: Mixtures of regressions with predictor-dependent mixing proportions (2010)

  • Article statistics & filter:

  • Search for articles
  • MSC classification / top
    • Top MSC classes
      • 60 Probability theory and...
      • 62 Statistics
      • 65 Numerical analysis

  • Publication year
    • 2010 - today
    • 2005 - 2009
    • 2000 - 2004
    • before 2000
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