THE ROLE OF CORPORATE ENTREPRENEURSHIP IN COMPETITIVENESS. DATA ANALYSIS OF QUANTITATIVE. PART 2
The article presents conclusions regarding application of Principal Component Analysis to data about to measure the entrepreneurial potential of the company. A method of principal components analysis was used in the research in order to separate significantly correlated variables. The method gives o...
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| Format: | Article |
| Language: | English |
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University of Gdansk
2016-06-01
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| Series: | Contemporary Economy |
| Subjects: | |
| Online Access: | http://www.wspolczesnagospodarka.pl/?p=1199 |
| _version_ | 1818063387621326848 |
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| author | Aneta Oniszczuk-Jastrząbek |
| author_facet | Aneta Oniszczuk-Jastrząbek |
| author_sort | Aneta Oniszczuk-Jastrząbek |
| collection | DOAJ |
| description | The article presents conclusions regarding application of Principal Component Analysis to data about to measure the entrepreneurial potential of the company. A method of principal components analysis was used in the research in order to separate significantly correlated variables. The method gives opportunity to replace an input set of correlated features through a low number of non-correlated principal components, which constitute linear rearrangement of variables. Minimisation of the number of variables required to explain a particular variable simplifies interpretation of results. Using basic model formula requires verification what part of total variability is captured and also defining what part of variability would be explained by additional components. |
| first_indexed | 2024-12-10T14:19:18Z |
| format | Article |
| id | doaj.art-a53db0fcd272407fbbdde938197f4805 |
| institution | Directory Open Access Journal |
| issn | 2082-677X 2082-677X |
| language | English |
| last_indexed | 2024-12-10T14:19:18Z |
| publishDate | 2016-06-01 |
| publisher | University of Gdansk |
| record_format | Article |
| series | Contemporary Economy |
| spelling | doaj.art-a53db0fcd272407fbbdde938197f48052022-12-22T01:45:15ZengUniversity of GdanskContemporary Economy2082-677X2082-677X2016-06-017295119THE ROLE OF CORPORATE ENTREPRENEURSHIP IN COMPETITIVENESS. DATA ANALYSIS OF QUANTITATIVE. PART 2Aneta Oniszczuk-Jastrząbek0Uniwersytet GdańskiThe article presents conclusions regarding application of Principal Component Analysis to data about to measure the entrepreneurial potential of the company. A method of principal components analysis was used in the research in order to separate significantly correlated variables. The method gives opportunity to replace an input set of correlated features through a low number of non-correlated principal components, which constitute linear rearrangement of variables. Minimisation of the number of variables required to explain a particular variable simplifies interpretation of results. Using basic model formula requires verification what part of total variability is captured and also defining what part of variability would be explained by additional components.http://www.wspolczesnagospodarka.pl/?p=1199principal components analysisdimensionality reduction |
| spellingShingle | Aneta Oniszczuk-Jastrząbek THE ROLE OF CORPORATE ENTREPRENEURSHIP IN COMPETITIVENESS. DATA ANALYSIS OF QUANTITATIVE. PART 2 Contemporary Economy principal components analysis dimensionality reduction |
| title | THE ROLE OF CORPORATE ENTREPRENEURSHIP IN COMPETITIVENESS. DATA ANALYSIS OF QUANTITATIVE. PART 2 |
| title_full | THE ROLE OF CORPORATE ENTREPRENEURSHIP IN COMPETITIVENESS. DATA ANALYSIS OF QUANTITATIVE. PART 2 |
| title_fullStr | THE ROLE OF CORPORATE ENTREPRENEURSHIP IN COMPETITIVENESS. DATA ANALYSIS OF QUANTITATIVE. PART 2 |
| title_full_unstemmed | THE ROLE OF CORPORATE ENTREPRENEURSHIP IN COMPETITIVENESS. DATA ANALYSIS OF QUANTITATIVE. PART 2 |
| title_short | THE ROLE OF CORPORATE ENTREPRENEURSHIP IN COMPETITIVENESS. DATA ANALYSIS OF QUANTITATIVE. PART 2 |
| title_sort | role of corporate entrepreneurship in competitiveness data analysis of quantitative part 2 |
| topic | principal components analysis dimensionality reduction |
| url | http://www.wspolczesnagospodarka.pl/?p=1199 |
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