A Proposal of Data - Driven Method for Determining the Weights of Composite Indicators
The paper proposed a simulation method for determining the weights of components of taxonomic measures. The method takes into account the degree of similarity of the final ranking to other rankings and other properties, e.g. the clustering ability of the measure. The analyses were performed on publi...
Saved in:
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
2021-01-01
|
| Series: | Ekonometria |
| Online Access: | https://journals.ue.wroc.pl/eada/article/view/940 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849739374645739520 |
|---|---|
| author | Kinga Kądziołka |
| author_facet | Kinga Kądziołka |
| author_sort | Kinga Kądziołka |
| collection | DOAJ |
| description | The paper proposed a simulation method for determining the weights of components of taxonomic measures. The method takes into account the degree of similarity of the final ranking to other rankings and other properties, e.g. the clustering ability of the measure. The analyses were performed on publicly available data published by the General Statistic Office, concerning selected characteristics of the labour market in Poland at the level of subregions. The results obtained by the proposed method depend on the initial set of weights vectors. Due to the fact that the proposed method does not provide an invariant solution for a given data set, the stability of the rankings obtained using this method was assessed. There was high consistency in the orderings of objects obtained in the consecutive repetitions of the procedure.(original abstract) |
| format | Article |
| id | doaj-art-fea6e17b5e9046cda1f53aed39f2019f |
| institution | DOAJ |
| issn | 2449-9994 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu |
| record_format | Article |
| series | Ekonometria |
| spelling | doaj-art-fea6e17b5e9046cda1f53aed39f2019f2025-08-20T03:06:17ZengWydawnictwo Uniwersytetu Ekonomicznego we WrocławiuEkonometria2449-99942021-01-01nr 1941A Proposal of Data - Driven Method for Determining the Weights of Composite IndicatorsKinga Kądziołka0WSB University, Dąbrowa Górnicza, PolandThe paper proposed a simulation method for determining the weights of components of taxonomic measures. The method takes into account the degree of similarity of the final ranking to other rankings and other properties, e.g. the clustering ability of the measure. The analyses were performed on publicly available data published by the General Statistic Office, concerning selected characteristics of the labour market in Poland at the level of subregions. The results obtained by the proposed method depend on the initial set of weights vectors. Due to the fact that the proposed method does not provide an invariant solution for a given data set, the stability of the rankings obtained using this method was assessed. There was high consistency in the orderings of objects obtained in the consecutive repetitions of the procedure.(original abstract)https://journals.ue.wroc.pl/eada/article/view/940 |
| spellingShingle | Kinga Kądziołka A Proposal of Data - Driven Method for Determining the Weights of Composite Indicators Ekonometria |
| title | A Proposal of Data - Driven Method for Determining the Weights of Composite Indicators |
| title_full | A Proposal of Data - Driven Method for Determining the Weights of Composite Indicators |
| title_fullStr | A Proposal of Data - Driven Method for Determining the Weights of Composite Indicators |
| title_full_unstemmed | A Proposal of Data - Driven Method for Determining the Weights of Composite Indicators |
| title_short | A Proposal of Data - Driven Method for Determining the Weights of Composite Indicators |
| title_sort | proposal of data driven method for determining the weights of composite indicators |
| url | https://journals.ue.wroc.pl/eada/article/view/940 |
| work_keys_str_mv | AT kingakadziołka aproposalofdatadrivenmethodfordeterminingtheweightsofcompositeindicators AT kingakadziołka proposalofdatadrivenmethodfordeterminingtheweightsofcompositeindicators |