Prediction of Vehicle Ownership Growth Using Gompertz Model, Case Study of Hungary

A. Torok
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Abstract

Abstract Autonomous Vehicles (AVs) are expected to introduce numerous benefits for future mobility. These potential benefits and many others vary substantially by the market share of AVs. Therefore, this research empirically estimates, using the Gompertz function, the projected growth rates of passenger vehicles in Hungary using historical patterns of human-driven vehicle ownership data based on projected per capita GDP. This study’s contribution to the literature is through a mathematical approach that predicts passenger cars market penetration rate, in which the assumptions and the used parameters of the model can be easily modified based on different case studies, or they can be updated due to the advancement in technology and progress in knowledge of the studied market.
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使用Gompertz模型预测车辆拥有量增长,以匈牙利为例
自动驾驶汽车(AVs)有望为未来的出行带来许多好处。这些潜在的好处和许多其他好处因自动驾驶汽车的市场份额而有很大差异。因此,本研究使用Gompertz函数,根据预测的人均GDP,利用人类驾驶车辆拥有量数据的历史模式,对匈牙利乘用车的预计增长率进行了实证估计。本研究对文献的贡献是通过预测乘用车市场渗透率的数学方法,其中模型的假设和使用的参数可以很容易地根据不同的案例研究修改,或者可以由于技术的进步和所研究市场的知识的进步而更新。
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