THE INVESTIGATION OF THE RELATIONSHIP BETWEEN SOCIAL AND ECONOMIC INDICATORS BY CANONICAL CORRELATION AND PARTIAL CANONICAL CORRELATION ANALYSIS FOR EU AND OTHER DEVELOPED COUNTRIES INCLUDING TURKEY
Canonicalcorrelation analysis, which is one of the multivariate statistical methods, isan alternative to multivariate regression analysis and it reveals therelationship between the variable sets. In this study, Canonical CorrelationAnalysis and Partial Canonical Correlation Analysis are studied prac...
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Mehmet Akif Ersoy University
2018-12-01
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| Series: | Mehmet Akif Ersoy Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi |
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| Online Access: | https://dergipark.org.tr/en/download/article-file/607517 |
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| author | Ceren Ünal Hüseyin Tatlıdil |
| author_facet | Ceren Ünal Hüseyin Tatlıdil |
| author_sort | Ceren Ünal |
| collection | DOAJ |
| description | Canonicalcorrelation analysis, which is one of the multivariate statistical methods, isan alternative to multivariate regression analysis and it reveals therelationship between the variable sets. In this study, Canonical CorrelationAnalysis and Partial Canonical Correlation Analysis are studied practically. Inthe application part, various data of 31 countries including EU Countries in2015 are used. Considering that there is a multidimensional relationshipbetween human investments and economic indicators of the countries, theCanonical Correlation Analysis (CCA) is applied in order to reveal theserelationships. In addition to variable sets of human investments and economicindicators, a new variable set which is expressed to investments fordevelopment is added to application for Partial Canonical Correlation Analysis(PCCA). Afterwards, the study is terminated with detailed interpretations. |
| format | Article |
| id | doaj-art-3785fe5d740a42f5a98a4ce775358d4e |
| institution | Kabale University |
| issn | 2149-1658 |
| language | English |
| publishDate | 2018-12-01 |
| publisher | Mehmet Akif Ersoy University |
| record_format | Article |
| series | Mehmet Akif Ersoy Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi |
| spelling | doaj-art-3785fe5d740a42f5a98a4ce775358d4e2025-01-27T14:18:52ZengMehmet Akif Ersoy UniversityMehmet Akif Ersoy Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi2149-16582018-12-015359761410.30798/makuiibf.413402273THE INVESTIGATION OF THE RELATIONSHIP BETWEEN SOCIAL AND ECONOMIC INDICATORS BY CANONICAL CORRELATION AND PARTIAL CANONICAL CORRELATION ANALYSIS FOR EU AND OTHER DEVELOPED COUNTRIES INCLUDING TURKEYCeren Ünal0https://orcid.org/0000-0002-9357-1771Hüseyin Tatlıdil1https://orcid.org/0000-0002-0877-0304HACETTEPE ÜNİVERSİTESİ, FEN FAKÜLTESİHACETTEPE ÜNİVERSİTESİ, FEN FAKÜLTESİCanonicalcorrelation analysis, which is one of the multivariate statistical methods, isan alternative to multivariate regression analysis and it reveals therelationship between the variable sets. In this study, Canonical CorrelationAnalysis and Partial Canonical Correlation Analysis are studied practically. Inthe application part, various data of 31 countries including EU Countries in2015 are used. Considering that there is a multidimensional relationshipbetween human investments and economic indicators of the countries, theCanonical Correlation Analysis (CCA) is applied in order to reveal theserelationships. In addition to variable sets of human investments and economicindicators, a new variable set which is expressed to investments fordevelopment is added to application for Partial Canonical Correlation Analysis(PCCA). Afterwards, the study is terminated with detailed interpretations.https://dergipark.org.tr/en/download/article-file/607517kanonik korelasyon analizikısmi kanonik korelasyon analizii̇nsana yapılan yatırımekonomik göstergekalkınmaya yönelik yatırımlarcanonical correlation analysispartial canonical correlation analysishuman investmentseconomic indicatorinvestments for development |
| spellingShingle | Ceren Ünal Hüseyin Tatlıdil THE INVESTIGATION OF THE RELATIONSHIP BETWEEN SOCIAL AND ECONOMIC INDICATORS BY CANONICAL CORRELATION AND PARTIAL CANONICAL CORRELATION ANALYSIS FOR EU AND OTHER DEVELOPED COUNTRIES INCLUDING TURKEY Mehmet Akif Ersoy Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi kanonik korelasyon analizi kısmi kanonik korelasyon analizi i̇nsana yapılan yatırım ekonomik gösterge kalkınmaya yönelik yatırımlar canonical correlation analysis partial canonical correlation analysis human investments economic indicator investments for development |
| title | THE INVESTIGATION OF THE RELATIONSHIP BETWEEN SOCIAL AND ECONOMIC INDICATORS BY CANONICAL CORRELATION AND PARTIAL CANONICAL CORRELATION ANALYSIS FOR EU AND OTHER DEVELOPED COUNTRIES INCLUDING TURKEY |
| title_full | THE INVESTIGATION OF THE RELATIONSHIP BETWEEN SOCIAL AND ECONOMIC INDICATORS BY CANONICAL CORRELATION AND PARTIAL CANONICAL CORRELATION ANALYSIS FOR EU AND OTHER DEVELOPED COUNTRIES INCLUDING TURKEY |
| title_fullStr | THE INVESTIGATION OF THE RELATIONSHIP BETWEEN SOCIAL AND ECONOMIC INDICATORS BY CANONICAL CORRELATION AND PARTIAL CANONICAL CORRELATION ANALYSIS FOR EU AND OTHER DEVELOPED COUNTRIES INCLUDING TURKEY |
| title_full_unstemmed | THE INVESTIGATION OF THE RELATIONSHIP BETWEEN SOCIAL AND ECONOMIC INDICATORS BY CANONICAL CORRELATION AND PARTIAL CANONICAL CORRELATION ANALYSIS FOR EU AND OTHER DEVELOPED COUNTRIES INCLUDING TURKEY |
| title_short | THE INVESTIGATION OF THE RELATIONSHIP BETWEEN SOCIAL AND ECONOMIC INDICATORS BY CANONICAL CORRELATION AND PARTIAL CANONICAL CORRELATION ANALYSIS FOR EU AND OTHER DEVELOPED COUNTRIES INCLUDING TURKEY |
| title_sort | investigation of the relationship between social and economic indicators by canonical correlation and partial canonical correlation analysis for eu and other developed countries including turkey |
| topic | kanonik korelasyon analizi kısmi kanonik korelasyon analizi i̇nsana yapılan yatırım ekonomik gösterge kalkınmaya yönelik yatırımlar canonical correlation analysis partial canonical correlation analysis human investments economic indicator investments for development |
| url | https://dergipark.org.tr/en/download/article-file/607517 |
| work_keys_str_mv | AT cerenunal theinvestigationoftherelationshipbetweensocialandeconomicindicatorsbycanonicalcorrelationandpartialcanonicalcorrelationanalysisforeuandotherdevelopedcountriesincludingturkey AT huseyintatlıdil theinvestigationoftherelationshipbetweensocialandeconomicindicatorsbycanonicalcorrelationandpartialcanonicalcorrelationanalysisforeuandotherdevelopedcountriesincludingturkey AT cerenunal investigationoftherelationshipbetweensocialandeconomicindicatorsbycanonicalcorrelationandpartialcanonicalcorrelationanalysisforeuandotherdevelopedcountriesincludingturkey AT huseyintatlıdil investigationoftherelationshipbetweensocialandeconomicindicatorsbycanonicalcorrelationandpartialcanonicalcorrelationanalysisforeuandotherdevelopedcountriesincludingturkey |