Research on Market Parameter Estimation Problem in E-business Reverse Logistics

Hanyang Luo, Jin-ling Gao
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Abstract

Pricing and return policy is of great significance for the Internet sellers in E-business environment. This paper establishes an optimization model of pricing and return policy in the statistics perspective and obtains a solution. It’s of a decisive impact to determine the market parameter on making an optimal policy. The authors present a method to estimate the market parameter according to sales data and use Monte Carlo simulation techniques to simulate the process of sale. Then the authors also verify the feasibility of this method and lay out the estimation performance of this method. Based on this method, this paper provides a solid theoretical basis and data support for enterprises to make better decision.
电子商务逆向物流中市场参数估计问题研究
对于电子商务环境下的网络卖家来说,定价与退货策略具有重要的意义。本文从统计学角度建立了定价与退货策略的优化模型,并给出了求解方法。确定市场参数对制定最优政策具有决定性的影响。提出了一种根据销售数据估计市场参数的方法,并利用蒙特卡罗模拟技术对销售过程进行模拟。然后验证了该方法的可行性,并给出了该方法的估计性能。基于该方法,本文为企业更好的决策提供了坚实的理论基础和数据支持。
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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