Analysis of the Dependence of the Gross Money Income of Single‑member Households in Slovakia

Authors

  • Ondrej Dúžik University of Economics in Bratislava, Department of Statistics

DOI:

https://doi.org/10.15678/ZNUEK.2015.0947.1104

Keywords:

household budget survey, gross money income, marginal means, regression analysis

Abstract

The article focuses on modelling the dependence of the gross money income of Slovak single-member households using relevant factors. The main aim is to construct an appropriate regression model through which to quantify the influence of relevant factors on the gross money income of these households. The article shows the results of an analysis gained from the Household Budget Survey conducted by the Statistical Office of the Slovak Republic in 2012. The basic aim of family accounts is to provide information for the analysis and monitoring of the social situation of households, mainly the structure of their incomes and expenses. The 2012 survey looked at 4,704 Slovak households, 1,098 of which – or 23.3% – were single-member households. Multiple analysis of variance, tests for the equality of marginal means, regression and correlation analysis were all used with SAS Enterprise Guide.

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References

Bollen K. A., Jackman R. W. (1990), Regression Diagnostics: An Expository Treatment of Outliers and Influential Cases (in:) J. Fox, J. Scott Long (eds), Modern Methods of Data Analysis, Sage, Newbury Park, CA.

Budayová J., Bolek V., Šupšák R. (2013), Analysis of Demand for Financial Services by Income of Households (in:) Ekonomika, financie a manažmentpodniku, Zborník vedeckých statípriprí ležitosti 60. Výročia založenia Fakulty podnikové homanažmentu EU v Bratislave, Bratislava.

Cook R. D. (1997), Detection of Influential Observation in Linear Regression, “Technometrics”, vol. 19, nr 1, http://www.ime.usp.br/~abe/lista/pdfWiH1zqnMHo.pdf, accessed: 30.11.2014.

Cook R. D., Weisberg S. (1982), Residuals and Influence in Regression, Chapman & Hall, New York.

Garson G. D. (2012), General Linear Models: Multivariate GLM, MANOVA and MANCOVA, Asheboro, N. C. Statistical Associates Publishers.

Hebák P., Hustopecký J., Malá I. (2005), Vícerozměrné statistické metody (2), Informatorium, Praha.

Household Budget Survey (2012), Statistical Office of the Slovak Republic.

Meloun M., Militký J. (2004), Statistická analýza experimentálních dat, Academia, Praha.

Šoltés E. (2008), Regresná a korelač ná analýza s aplikáciami, Iura Edition, Bratislava.

Vojtková M., Labudová V. (2010), Regionálna analýza výdavkov a príjmov domácností v Slovenskej republike, “Ekonomický časopis”, vol. 58, nr 8, Bratislava.

Wooldridge J. M. (2009), Introductory Econometrics: A Modern Approach, South-Western Cengage Learning, Mason.

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Published

2016-05-11

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Section

Articles