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Testing IDP Hypothesis by Cluster Analysis: Which Countries in Which Stage?

机译:通过聚类分析测试IDP假设:哪个国家哪个阶段?

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Although there are some theories to explain foreign direct investments, an approach that everybody agree on could not be developed to explain these investments' dynamic structure. Stages of investment development path theory emerge as a dynamic approach to Vernon's "product cycle theory" and Dunnings' "eclectic paradigm". Although, there exist very valuable studies to test IDP hypothesis, there is no agreed method in the literature. GDP is used as the absolute indicator of development in econometric models used by many studies. We accept that countries that have identical GDP level may not be at the same development level, it is decided that using multivariate statistical techniques will give much more rational results to test IDP hypothesis. For that purpose, emerged from oriented theoretical and empirical literature, variables are decided from the determinant of foreign direct investment researches. Those variables are studied in 4 periods of (1980-1989), (1990-1999), (2000-2005), and (1980-2005). Cluster Analysis, grouping resemble individual and objects in the same cluster, is implemented according to predetermined choice criteria. Then, the countries displaying similar features take place in the same cluster. At the same time, statistical significance of partition of sets examined by Discriminant Analysis.
机译:虽然有一些理论来解释外国直接投资,但每个人都不能制定一个方法来解释这些投资的动态结构。投资发展路径理论的阶段被培养为弗农的“产品循环理论”和杜宁“”折衷范例“的动态方法。虽然,存在非常有价值的研究来测试IDP假设,但文献中没有商定的方法。 GDP被用作许多研究使用的经济学模型中的绝对指标。我们接受具有相同GDP级别的国家可能不会处于相同的开发水平,因此决定使用多元统计技术将为测试IDP假设提供更多的理性结果。为此目的,从导向的理论和经验文献中出现,从外国直接投资研究的决定因素决定了变量。这些变量在(1980-1989),(1990-1999),(2000-2005)和(1980-2005)中进行了4次。根据预定的选择标准,实现群集分析,分组类似于同一群集中的单个和对象。然后,在同一群集中进行类似功能的国家。同时,通过判别分析检查集合分配的统计显着性。

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