Taksonomiczna analiza krajów pod względem dzietności kobiet oraz innych czynników demograficznych
Cluster analysis of countries with respect to fertility rate and other demographic factors
Author(s): Joanna TrzęsiokSubject(s): Economy
Published by: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Keywords: cluster analysis; demography; variable selection
Summary/Abstract: The paper presents cluster analysis of 180 countries. In the first stage, countries were described by 11 demographic variables. Using all the variables led to a poor class structure, thus the procedure for variables selection was performed in the next stage. Only fertility rate, children mortality rate, population aged 5–20 (% of total) and population aged 60 and older (% of total) had a significant impact on the clustering quality. The best model was built using k–medoids. As a result the countries were grouped into three clusters.
Journal: Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu
- Issue Year: 2014
- Issue No: 327
- Page Range: 275-284
- Page Count: 10
- Language: Polish