A sense of being Silesian – an empirical analysis with the use of latent class models Cover Image

Poczucie śląskości wśród Ślązaków – analiza empiryczna z wykorzystaniem modeli klas ukrytych
A sense of being Silesian – an empirical analysis with the use of latent class models

Author(s): Ewa Genge
Subject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: latent class analysis; mixture model; model-based clustering; categorical data

Summary/Abstract: The paper focuses on latent class models and their application for quantitative data. Latent class modeling is one of multivariate analysis techniques of the contingency table and can be viewed as a special case of model-based clustering, for multivariate discrete data. It is assumed that each observation comes from one of the numbers of subpopulations, with its own probability distribution. We used latent class analysis for grouping and detecting homogeneity of Silesian people using poLCA package of R. We analyzed data collected by the Department of Social Pedagogy, University of Silesia in Katowice.

  • Issue Year: 2013
  • Issue No: 42
  • Page Range: 48-59
  • Page Count: 12
  • Language: Polish