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Description
  • Model-based cluster analysis is popular methods for grouping observations into unobserved segments. The article deals with cluster analysis of household income dynamics based on the results of statistical survey EU SILC 2005-2008. In this paper we address the problem of clustering sets of trajectory data generated by households in different regions. The focus is to model curve data directly using a set of model-based curve clustering algorithms referred to as mixtures of regressions or regression mixtures. The R environment (R Development Core Team, 2010) is used for mixture model analysis.
  • Model-based cluster analysis is popular methods for grouping observations into unobserved segments. The article deals with cluster analysis of household income dynamics based on the results of statistical survey EU SILC 2005-2008. In this paper we address the problem of clustering sets of trajectory data generated by households in different regions. The focus is to model curve data directly using a set of model-based curve clustering algorithms referred to as mixtures of regressions or regression mixtures. The R environment (R Development Core Team, 2010) is used for mixture model analysis. (en)
Title
  • Exploring the Regional Czech Household Income Dynamics Regression Mixtures
  • Exploring the Regional Czech Household Income Dynamics Regression Mixtures (en)
skos:prefLabel
  • Exploring the Regional Czech Household Income Dynamics Regression Mixtures
  • Exploring the Regional Czech Household Income Dynamics Regression Mixtures (en)
skos:notation
  • RIV/00216224:14310/11:00056752!RIV12-MSM-14310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...iv/cisloPeriodika
  • 3
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 198989
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14310/11:00056752
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • clustering; mixtures of regressions; generalised linear model; linear mixed models; household income; EU SILC (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • SK - Slovenská republika
http://linked.open...ontrolniKodProRIV
  • [B3B794E3D034]
http://linked.open...i/riv/nazevZdroje
  • Aplimat - Journal of Applied Mathematics
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 4(2011)
http://linked.open...iv/tvurceVysledku
  • Forbelská, Marie
issn
  • 1337-6365
number of pages
http://localhost/t...ganizacniJednotka
  • 14310
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