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Simulation of Company’s Bankruptcy Probability based on Catastrophe Theory

机译:基于突变理论的公司破产概率模拟

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Objectives: This research addresses the issues of construction of mathematical models to estimate the company’s bankruptcy probability. The aim of the paper is to reveal object behaviour in different situations, all the possible interrelations, principles and conditions of development should be taken into consideration with the models. Methods/Statistical Analysis: The authors suggest the methodology to measure the bankruptcy probability based on the catastrophe theory concepts. The historical analogy approach, methods of comparison study, the catastrophe theory and the multiple correlative-regressive analyses were used as a methodological framework for the research. Findings: In the article, there are findings from the analysis of basic forecasting models for the company’s bankruptcy probability, their main advantages and disadvantages are given too. As a result, the mechanism for a company development simulation using the catastrophe theory was developed. Applications/Improvements: This helps to avoid a crisis and a financial default of a company when a definite forecasting model is made at the appropriate time. The company’s bankruptcy probability analysis can be considered a basic method giving an opportunity to plan future economic status of a company.
机译:目标:这项研究解决了建立数学模型以估计公司破产可能性的问题。本文的目的是揭示对象在不同情况下的行为,所有可能的关联,原理和开发条件都应与模型一起考虑。方法/统计分析:作者建议基于突变理论的概念来衡量破产概率的方法。历史的类比方法,比较研究的方法,巨灾理论和多重相关回归分析被用作研究的方法论框架。结果:在这篇文章中,通过对公司破产概率的基本预测模型的分析得出了一些发现,并给出了它们的主要优点和缺点。结果,开发了使用突变理论进行公司发展模拟的机制。应用程序/改进:在适当的时间建立明确的预测模型时,这有助于避免公司的危机和财务违约。公司的破产概率分析可以被视为一种基本方法,可以为计划公司的未来经济状况提供机会。

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