Stochastic Analysis of Special Steel Market: Modeling of Special Steel Price

S. Aihara, A. Bagchi
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Abstract

We propose the mathematical model of the price movement for the carbon steel and ferrous scrap from the market data. First, we check two models for the ferrous scrap data, i.e., one is a linear Gaussian model, and the other is a lognormal model. Secondly, the mathematical model of the carbon steel price is established by a compound Poisson process with the primary factor which comes from the ferrous scrap price movement. Finally, by using the established model, the futures price values are predicted.
特钢市场的随机分析:特钢价格的建模
从市场数据出发,建立了废钢和废铁价格变动的数学模型。首先,我们对废铁数据进行了两种模型的检验,即一种是线性高斯模型,另一种是对数正态模型。其次,以废铁价格变动为主要影响因素,采用复合泊松过程建立了碳钢价格的数学模型。最后,利用建立的模型对期货价格进行预测。
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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