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首页> 外文期刊>WSEAS Transactions on Business and Economics >An Empirical Analysis using Private Investments Cross Analyses Method (PICAM) and Monte Carlo Simulation to Evaluate Economic Sector Performance
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An Empirical Analysis using Private Investments Cross Analyses Method (PICAM) and Monte Carlo Simulation to Evaluate Economic Sector Performance

机译:使用私人投资交叉分析方法(PICAM)和蒙特卡洛模拟进行的经验分析,以评估经济部门的绩效

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摘要

Empirical studies regarding the elements of private investments in developing countries, including Brazil, have demonstrated the negative impact of high inflation rates on investments, with great impacts on the innovation policies. However, the recent Brazilian experience clearly shows that stabilization, in and of itself, is not capable of recovering the investment rates and innovation strategies. Therefore, the objective of this study is to analyse the elements of the long term private investment in Brazil. The used method was an econometric cross section data model and Monte Carlo simulation, called PICAM (Private Investments Cross Analyses Methodology). This method was developed by the authors in order to contribute for a better business economic analysis. The PICAM was tested to evaluate an economic sector performance in Brazil's economy. The chosen sector was the Plastic Products Manufacturing Industry. The results have shown evidences of crowding-in effect of public investments in infrastructure over private investments stimulating growth. All the signs of the analyzed variables were obtained as presented in the therory, with the exception of the real interest rates variable (r), in which it was observed that the coefficient is positive and insignificant in the estimated equation. The results also indicated that the operating costs impacts negatively the investment decision on the studied industry, as well as a future trend of declining margins with a period of market consolidation.
机译:关于包括巴西在内的发展中国家私人投资要素的实证研究表明,高通胀率对投资产生了负面影响,对创新政策产生了重大影响。但是,巴西最近的经验清楚地表明,稳定本身无法恢复投资率和创新战略。因此,本研究的目的是分析巴西长期私人投资的要素。使用的方法是计量经济学的横截面数据模型和蒙特卡洛模拟,称为PICAM(私人投资交叉分析方法)。作者开发了此方法,以便为更好的商业经济分析做出贡献。对PICAM进行了测试,以评估巴西经济中的经济部门绩效。选择的行业是塑料制品制造业。结果表明,基础设施的公共投资超过了刺激增长的私人投资。除理论利率变量(r)外,所有理论变量的符号均按理论进行了获得,其中实际利率变量(r)在估计方程中为正,无意义。结果还表明,运营成本会对研究行业的投资决策产生负面影响,并且随着市场整合期的出现,利润率下降的未来趋势也将受到不利影响。

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