Structural analysis and forecast of gold price returns

来源 :管理科学学报(英文版) | 被引量 : 0次 | 上传用户:genye
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Gold has multiple attributes and its price is affected by various factors in the market.This paper studies the dynamic relationship between the gold price returns and its affecting factors.Then we use the STL-ETS,neural network and Bayesian structural time series model to predict the gold price returns,and compare their performance with the benchmark models.The results show that the shocks of crude oil returns and VIX have the positive effect on gold price returns,the shocks of the US dollar index have the negative effect on gold price returns.And the fluctuation of gold price returns mainly depends on crude oil price returns shocks.STL-ETS model can accurately fit the fluctuation trend of the gold price returns and improve prediction accuracy.
其他文献
一、引言rn大数据时代下,“互联网+”产物爆发式增长,在极大程度地拓宽了自然人参与社会经济活动渠道的同时,也使个人所得税税源发生了巨大改变.自2019年引入综合所得计税方式的新个税法开始实施后,个人所得税税收管理开始面临新的问题与挑战.
期刊
一、引言rn管理会计由成本会计和管理控制系统组成,可以帮助国有企业从整体上提高财务管理水平,可实现会计科学化管理.而全面预算管理是管理会计的重要实施工具,借助全面预算管理,可以对国企的资金进行优化配置,提升国有企业综合竞争力.全面预算管理作为国有企业财务管理的核心环节,管理水平和质量的高低在一定程度上影响着企业的财务状况.
期刊
随着我国综合国力的进一步增强,制造企业的数量也逐年呈上升趋势.制造企业在经营发展过程中受到多种因素的影响,而成本管理始终是制造企业发展过程中最核心的环节,一旦制造企业的成本管理出现问题,就会直接影响到企业的经济效益,甚至会制约企业的健康发展,导致企业在市场上的核心竞争力大大降低.基于此,本文就目前制造企业成本管理中存在的一些问题,针对性地提出解决方法,以此提升制造企业的成本管理水平,进而促进企业的长远发展.
期刊
一、引言rn随着我国经济成分的多元化、用工方式的灵活化和劳动关系的多样化,非正式就业已经成为我国当前一种重要的就业方式,而非正式员工也成为了促进我国经济发展的主力军之一.当下,非正式员工在国有企业的比例不断攀升,他们在实际工作中也发挥了重要作用.
期刊
一、引言rn本文以中国商业银行及国民经济为研究对象,分析中国利率市场化改革所产生的影响,同时以1982-2006年中国的经济宏观数据为研究对象,通过对利率市场改革前后的实际利率与经济增长关系的数据进行比较分析,探讨利率市场化是否于中国经济有利,以及中国利率市场化改革是否势在必行.研究结果表明,利率市场化改革能使中国的金融抑制现象逐渐消除,同时促进经济、金融市场的不断发展,所以中国利率市场化改革势在必行.
期刊
Many countries and governments consider smart cities a solution to global warming,population growth,and resource depletion.Numerous challenges arise while creating a smart city.Digital twins,along with the Internet of Things,fifth-generation wireless sys-
Market demand is becoming increasingly time-sensitive in competitive environments.Hence,supply disruptions will have a more serious impact on the profits of supply chains.This study applies a Stackelberg competition between a single supplier and a single
This paper investigates the cross-section of expected commodity futures returns in China using a large panel of 13 individual factors.We find that 6 out of 13 individual factors produce positive and significant returns.To aggregate the information among t
Existing studies have mainly focused on pricing in either primary markets or aftermarkets.However,in practice,prices in primary markets and aftermarkets are closely correlated.This study examines the joint pricing strategy in both primary markets and afte
We investigate the effect of portfolio diversification on banking systemic risk,where the network effect is incorporated.We analyze three kinds of interbank networks,namely,random networks,small-world networks and scale-free networks.We show that the effe