Identyfikacja wahań koniunkturalnych na rynku kontraktów terminowych na produkty rolne

Anna Szczepańska-Przekota
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Abstract

Futures contracts are an important element in the market economy. The range of their use is quite wide, they may be an element of price risk management of agricultural production, so called hedging, but also the object of investment of free cash flows and financial speculation. Identifying the process of contract pricing is in this context a key factor for the success of investment activities. The paper attempts to describe fluctuations of ten futures contracts on agricultural products from the US market. Data series come from the years 1975–2016. Series of trading contracts are decomposed in terms of trends and cyclical components. The aim of the study is to assess the possibility of forecasting cyclical components. Harmonic analysis is used for the description and prediction of cyclical components. The effectiveness of predictions has been studied using fractions tests and Pearson correlation coefficient. The results show that the observation of past fluctuations may help to improve investments. Due to the irregular component, it is important to compare the results of predictions obtained from technical models with estimates obtained from the models that take account of fundamental variables.
期货合约是市场经济的重要组成部分。它们的使用范围相当广泛,它们可能是农业生产价格风险管理的一种要素,也就是所谓的套期保值,也是自由现金流投资和金融投机的对象。在这方面,确定合同定价过程是投资活动成功的关键因素。本文试图描述来自美国市场的农产品期货合约的波动。数据系列来自1975年至2016年。根据趋势和周期成分对一系列交易合约进行分解。本研究的目的是评估预测周期成分的可能性。谐波分析用于描述和预测周期分量。使用分数检验和Pearson相关系数对预测的有效性进行了研究。结果表明,观察过去的波动可能有助于改善投资。由于不规则成分,比较从技术模型获得的预测结果与从考虑基本变量的模型获得的估计结果是很重要的。
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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