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Beta-regression application to model relationships between the unemployment rate in voivodships and other macroeconomic indicators for the years 2004–2018

Jerzy P. Rydlewski and Daniel Kosiorowski
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Jerzy P. Rydlewski: Akademia Górniczo-Hutnicza w Krakowie, Wydział Matematyki Stosowanej
Daniel Kosiorowski: Uniwersytet Ekonomiczny w Krakowie, Wydział Zarządzania

Collegium of Economic Analysis Annals, 2019, issue 55, 55-68

Abstract: Beta-regression method has been applied to model relationship between the unemployment rate in voivodships and other macroeconomic indicators of digital development, i.e., e.g. intramural expenditures on R&D for the years 2004–2018. Taking into account the beta regression model, in which the mean of beta distributed random variable is modelled, allows for a better insight into the nature of the observed phenomenon.

Keywords: Beta-regression; unemployment rate modelling; digital economy in Poland (search for similar items in EconPapers)
Date: 2019
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Handle: RePEc:sgh:annals:i:55:y:2019:p:55-68