Zaufanie do instytucji publicznych i finansowych w polskim społeczeństwie – analiza empiryczna z wykorzystaniem ukrytych modeli Markowa
Trust to the public and financial institutions in the Polish society – an application of latent Markov models
Author(s): Ewa GengeSubject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: latent Markov model; mixture distributions; model-based clustering
Summary/Abstract: The latent Markov model is a variation of the latent class model that is applied to estimate not only the prevalence of latent class membership, but the incidence of transitions over time in latent class membership. We used model-based clustering approach for grouping and detecting inhomogeneities of the Polish attitudes to public and financial institutions. We focused especially on the latent Markov models with covariates which additionally allow us to investigate the dynamic pattern of trust to the Polish institutions for different demographic features. We analyzed data collected as part of the Polish Social Diagnosis using depmixS4 package of R.
Journal: Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu
- Issue Year: 2015
- Issue No: 384
- Page Range: 100-107
- Page Count: 8