基于系统动力学分析的多代产品竞争扩散模型

Huan Guo, Sifeng Liu
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引用次数: 0

摘要

在系统动力学分析的基础上,充分考虑竞争环境,构建了基于系统动力学的集成多代扩散模型,该模型考虑了代与产品之间竞争关系下的动态市场潜力。此外,本研究还探讨了如何将价格作为一个解释变量。为了验证本文提出的模型,本文对电信产品进行了实证研究。结果表明,在产品传播相关历史数据不足的情况下,该模型具有很好的拟合性,参数估计结果很好地反映了电信产品传播的全貌。在预测精度方面,该模型比其他模型做得更好。因此,我们可以得出多代产品扩散模型是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A diffusion model of the multi-generations products competition by system dynamics analyzing
Based on the system dynamics analyzing and considering the competition environment sufficiently, this study constructs an integrated multi-generation diffusion model based on system dynamics, which considers dynamic market potential with a competitive relationship among generations and products. In addition, this study investigates how the price could be included as an explanatory variable. To verify the proposed model, an empirical study on telecommunication products. The finding reveal that given insufficient historical data related to product spread, the model has a perfect fitness, and the parameter estimate results tell a good story about the whole picture of telecommunication products spread. The model has done better than other models in terms of forecasts precision. Accordingly, we can conclude that the multi-generation product diffusion model is effective.
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