Functional analysis in R: A new approach to sustainability indicators in the context of regional development

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60076658%3A12510%2F23%3A43906943" target="_blank" >RIV/60076658:12510/23:43906943 - isvavai.cz</a>
Result on the web
<a href="http://omp.ef.jcu.cz/index.php/EF/catalog/book/88" target="_blank" >http://omp.ef.jcu.cz/index.php/EF/catalog/book/88</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.32725/978-80-7694-053-6.04" target="_blank" >10.32725/978-80-7694-053-6.04</a>

Result language
angličtina
Original language name
Functional analysis in R: A new approach to sustainability indicators in the context of regional development
Original language description
Digitalisation, together with new possibilities for data analysis, is currently gaining importance for regional development. This study focusses on the use of advanced statistical methods in R software, such as generalised linear models (GLM) and envelope methods from the GET package, to analyse time series of sustainability indicators in EU regions at the NUTS level. Analysis of selected sustainability indicators, such as the Human Development Index in its variants from the United Nations and the EU, compared to GDP shows that these methods enable effective identification of key trends and differences between groups of regions, while also identifying regions with similar trajectories. They also allow for advanced visualisation of the results, illustrating the effectiveness of EU cohesion policies at the regional level and their impact on reducing regional disparities. The analysis shows that functional analysis tools in R can be used for further research on sustainability in EU regions.
Czech name
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Czech description
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Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 17th International Scientific Conference:Challenges and Opportunities in the Digital World.
ISBN
978-80-7694-053-6
ISSN
2336-6788
e-ISSN
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Number of pages
7
Pages from-to
29-35
Publisher name
Jihočeská univerzita v Českých Budějovicích, Ekonomická fakulta
Place of publication
České Budějovice
Event location
České Budějovice
Event date
Nov 2, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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