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TitleLooking for Regional Convergence: Evidence from the Italian Case with Multivariate Adaptive Regression Splines
Creator陳樹衡
Odoardi, Iacopo;Muratore, Fabrizio;Bucciarelli, Edgardo;Chen, Shu-Heng
Chen, Shu-Heng
Contributor經濟系
Key WordsRegional convergence ; Clusters ; MARS ; Regional policy
Date2017-06
Date Issued19-Jan-2019 16:13:32 (UTC+8)
SummaryThis paper examines the role of data mining analysis in explaining the Italian regional dualism with the aim of suggesting economic policies to fill the existing socio-economic gaps. We analyze the 2004–2014 period exploiting the capacity of MARS model in finding relationships among data. In Italy, the presence of a North-South divide is well-known for decades and present for several social and economic aspects. Recent studies prove that strong differences exist also in the regional human capital. Thus, we search for the causes of the local differences, also considering the entrepreneurial vitality and the international trade leverage. Among several variables, MARS is useful in showing the actual determinants on which to intervene. This is possible by comparing regions grouped homogeneously into clusters using recent data. MARS results are used for policy suggestions with the aim of filling the income gap.
RelationDecision Economics: In the Tradition of Herbert A. Simon`s Heritage, Springer, Cham, pp.77-85
Typebook/chapter
DOI https://doi.org/10.1007/978-3-319-60882-2_10
dc.contributor 經濟系zh_TW
dc.creator (作者) 陳樹衡
dc.creator (作者) Odoardi, Iacopo;Muratore, Fabrizio;Bucciarelli, Edgardo;Chen, Shu-Heng
dc.creator (作者) Chen, Shu-Heng
dc.date (日期) 2017-06
dc.date.accessioned 19-Jan-2019 16:13:32 (UTC+8)-
dc.date.available 19-Jan-2019 16:13:32 (UTC+8)-
dc.date.issued (上傳時間) 19-Jan-2019 16:13:32 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/122015-
dc.description.abstract (摘要) This paper examines the role of data mining analysis in explaining the Italian regional dualism with the aim of suggesting economic policies to fill the existing socio-economic gaps. We analyze the 2004–2014 period exploiting the capacity of MARS model in finding relationships among data. In Italy, the presence of a North-South divide is well-known for decades and present for several social and economic aspects. Recent studies prove that strong differences exist also in the regional human capital. Thus, we search for the causes of the local differences, also considering the entrepreneurial vitality and the international trade leverage. Among several variables, MARS is useful in showing the actual determinants on which to intervene. This is possible by comparing regions grouped homogeneously into clusters using recent data. MARS results are used for policy suggestions with the aim of filling the income gap.en_US
dc.format.extent 286496 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Decision Economics: In the Tradition of Herbert A. Simon`s Heritage, Springer, Cham, pp.77-85
dc.subject (關鍵詞) Regional convergence ; Clusters ; MARS ; Regional policyen_US
dc.title (題名) Looking for Regional Convergence: Evidence from the Italian Case with Multivariate Adaptive Regression Splinesen_US
dc.type (資料類型) book/chapter
dc.identifier.doi (DOI) 10.1007/978-3-319-60882-2_10
dc.doi.uri (DOI) https://doi.org/10.1007/978-3-319-60882-2_10