Econometric models - a method for examining factors of implementation of public-private partnership projects in selected European countries

A. Rogowski, B. Zagożdżon
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Abstract

Modern science is based on the study of economic phenomena and tries to quantify them in a measurable way. Econometric models are used for this purpose. The object of this research was to develop econometric models that show the strength of the influence of various factors on the implementation of public-private partnership (PPP) projects in the area of transport infrastructure in France, GB, Germany, the Netherlands and Belgium. The models express the dependence of the value and number of PPP contracts on the value of measurable PPP success factors. Projects with a value of at least EUR40 million were included. A linear model and seven models transformable to linear were used. Four groups of factors were considered as explanatory variables. Fourteen indicators were obtained. Principal components determined based on covariance and correlation matrices were also used. The best models for the number of PPP contracts are linear and hyperbolic I models. For the value of contracts - linear and hyperbolic I and logarithmic models. The best models were indicated taking into account the type of explanatory variables and regardless of the type of explanatory variables.  Nine criteria were used to assess the quality of the models. Factors having a significant impact on the value and number of PPP models were identified from the best models. Factors having no significant influence were also indicated.
计量经济学模型-一种在选定的欧洲国家检验公私合作项目实施因素的方法
现代科学是以对经济现象的研究为基础,并试图以可测量的方式将其量化。计量经济模型用于此目的。本研究的目的是开发计量经济模型,以显示各种因素对法国、英国、德国、荷兰和比利时交通基础设施领域公私伙伴关系(PPP)项目实施的影响程度。该模型表达了PPP合同的价值和数量对可衡量的PPP成功因素价值的依赖关系。其中包括价值至少为4000万欧元的项目。采用了一个线性模型和七个可转换为线性的模型。四组因素被认为是解释变量。得到14项指标。还使用了基于协方差和相关矩阵确定的主成分。PPP合同数量的最佳模型是线性模型和双曲模型。对于合同的价值-线性和双曲I和对数模型。考虑到解释变量的类型,无论解释变量的类型如何,都指出了最佳模型。采用了9个标准来评估模型的质量。从最佳模型中找出对PPP模型的价值和数量有显著影响的因素。没有显著影响的因素也被指出。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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