Genetic structure, consanguineous marriages and economic development: Panel cointegration and panel cointegration neural network analyses

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dc.contributor.authorBildirici, Melike
dc.contributor.authorErsin, Ozgur Omer
dc.contributor.authorKokdener, Meltem
dc.date.accessioned2024-03-13T10:34:56Z
dc.date.available2024-03-13T10:34:56Z
dc.date.issued2011
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description.abstractConsanguineous marriages and their effects on human beings in light of biological effects of genetic sicknesses are discussed in many studies. Among many, the likelihood of sicknesses such as phenylketonuria, thalassemia, Landsteiner-Fanconi-Anderson's syndrome, hemophilia and many neuro system anomalies increase drastically in countries with consanguineous marriage practices resulting in increasing economic costs. In the study, we aimed to analyze the effects of consanguineous marriage and its effect on economic growth and development. We also analyzed infant mortality in these countries in light of consanguineous marriages and economic development. In the study, Panel Cointegration specifications are integrated into Neural Network models known with their strong generalization properties. The study focuses the econometric analyses, where the Panel Cointegration Neural Network Model is investigated and compared to the Panel Cointegration Model. According to MSE, MAE and RMSE error criteria and Die-bold Mariano tests of equal forecast accuracy, the results suggest strong advantages of Panel Cointegration MLP models compared to Panel Cointegration models used in regression analysis. (C) 2010 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.eswa.2010.11.056
dc.identifier.endpage6163en_US
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-79151477228en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage6153en_US
dc.identifier.urihttps://doi.org/10.1016/j.eswa.2010.11.056
dc.identifier.urihttps://hdl.handle.net/20.500.12662/4147
dc.identifier.volume38en_US
dc.identifier.wosWOS:000287419900168en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofExpert Systems With Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectEconomic developmenten_US
dc.subjectEconomic growthen_US
dc.subjectHuman geneticsen_US
dc.subjectCansanguine marriageen_US
dc.subjectPanel data analysisen_US
dc.subjectPanel neural network analysisen_US
dc.subjectPanel cointegration MLP modelen_US
dc.titleGenetic structure, consanguineous marriages and economic development: Panel cointegration and panel cointegration neural network analysesen_US
dc.typeArticleen_US

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