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Using the Hidden Markov Model to Improve the Hull-White Model for Short Rate 用隐马尔可夫模型改进短期利率的Hull-White模型
Pub Date : 2018-04-01 DOI: 10.18178/IJTEF.2018.9.2.588
N. Nguyen, D. Nguyen, T. Wakefield
We report a modeling study of short term interest rates using the Hidden Markov Model (HMM) and the Hull-White (HW) model. For this purpose, we modify the original HW model by adding a regime variable to its instantaneous forward function. This variable is defined by the regimes of the short term interest rate which are found by a two-state HMM. The combination of the HMM and the HW model for generating interest rate predictions results in a significant improvement, reducing the error of the estimations by about 50% compared to that of using HW alone. Furthermore, the errors of the simulations using HMM and HW have a smaller standard deviation compare with which of using the HW. Adjusted R-square results also show that the regime variable is significant. This improvement to the short-term interest rate model has a substantial impact on financial economics and related fields.
我们报告了使用隐马尔可夫模型(HMM)和Hull-White (HW)模型对短期利率的建模研究。为此,我们对原HW模型进行了修改,在其瞬时前向函数中加入了一个状态变量。这个变量是由两态HMM找到的短期利率制度定义的。HMM和HW模型相结合用于生成利率预测,结果显著改善,与单独使用HW相比,估计误差减少了约50%。此外,使用隐马尔可夫模型和HW模型的模拟误差比使用HW模型的误差有更小的标准差。调整后的r方结果也表明,制度变量是显著的。这种对短期利率模型的改进对金融经济学及相关领域产生了重大影响。
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引用次数: 2
Estimation of the J-Curve: An Empirical Analysis Based on the Trade Balance between Australia and China j曲线的估计:基于澳中贸易平衡的实证分析
Pub Date : 2018-04-01 DOI: 10.18178/ijtef.2018.9.2.594
Sihong Wu
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引用次数: 4
Does Microfinance Reduce Poverty? The Case of Brazil 小额信贷能减少贫困吗?巴西的案例
Pub Date : 2018-04-01 DOI: 10.18178/IJTEF.2018.9.2.589
Mehran Ramezanali, Brazil Unidavi, Djamchid Assadi
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引用次数: 1
The Impacts of Product Packaging Elements on Brand Image and Purchase Intention — An Empirical Study of Phuc Long's Packaged Tea Products 产品包装要素对品牌形象和购买意愿的影响——以福龙包装茶产品为例的实证研究
Pub Date : 2018-02-01 DOI: 10.18178/ijtef.2018.9.1.580
M. Khuong, N. T. D. Tran
This research aimed to examine the effects of product packaging on purchase intention through the mediating role of brand image, with the example of Phuc Long’s packaged tea products. Quantitative approach is applied with the sample size of 410 consumers living in Ho Chi Minh City (HCMC), Vietnam. The results showed that packaging font, picture, shape and color have direct and indirect associations with purchase intention whereas product information, ease of use and handle have indirect ones. However, material and size do not have any influences. Suggestions are given to develop a differentiated packaged for tea products by: (1) using eye-catching pictures and (2) vivid colors, (3) designing a good packaging shape, (4) carefully choosing the amount of product information, and (5) designing an easy-handling, or –opening and –closing, or –disposing package.
本研究旨在通过品牌形象的中介作用,检验产品包装对购买意愿的影响,以福龙包装茶产品为例。本研究采用定量方法,选取越南胡志明市(HCMC)的410名消费者作为样本。结果表明,包装字体、图片、形状和颜色与购买意愿有直接和间接的联系,产品信息、易用性和处理有间接的联系。然而,材料和尺寸没有任何影响。提出了茶叶产品差异化包装的建议:(1)使用醒目的图片,(2)鲜艳的色彩,(3)设计良好的包装形状,(4)精心选择产品信息的数量,(5)设计易于搬运,或开合,或处置的包装。
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引用次数: 12
Trade Liberalization and Carbon Dioxide Emissions: A Pooled Mean Group Analysis 贸易自由化与二氧化碳排放:一个集合平均组分析
Pub Date : 2018-02-01 DOI: 10.18178/IJTEF.2018.9.1.579
Elsayed Mettwally Abd-Elkader
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引用次数: 0
Product Innovations and R&D public funding: How to Handle Heteroscedasticity and Autocorrelation? 产品创新与研发公共资助:如何处理异方差与自相关?
Pub Date : 2018-02-01 DOI: 10.18178/IJTEF.2018.9.1.582
M. Torres-Barreto
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引用次数: 4
Implementation Possibilities and Conditionalities of an Internet Platform Designed to Activate Elderly People in the Light of Research Conducted on the Polish Market 基于波兰市场调研的老年人激活互联网平台的实施可能性与条件
Pub Date : 2018-02-01 DOI: 10.18178/ijtef.2018.9.1.587
K. Łopaciński, R. Kutera, M. Leszczynska, W. Gryncewicz
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引用次数: 2
The Relation between Use of Information Technologies in Logistics Firms, Customer Satisfaction and Business Performance 物流企业使用信息技术、顾客满意度和经营绩效之间的关系
Pub Date : 2018-02-01 DOI: 10.18178/IJTEF.2018.9.1.581
Berna Kalkan
— Logistics sector, is a market where the competition is high. Flexibility, fully and timely delivery and increasing e-trade applications in logistics operations change the customer expectations. At this point, logistics enterprises are expected to benefit from information technologies in their operations. Information technologies connect together all the different components (supply chain, headquarters and vehicles) in transportation chain. Accordingly; efficiency and productivity of transportation operations increase. This study analyses the relation between the use of information technologies to ensure customer satisfaction in logistics firms and the business performance. As a result of this research, significant relations have been found between the information technology applications utilized by the logistic firms in their land route operations and performance indicators of the business. Also, recommendations concerning the potential benefits logistic firms can gain in the performance indicators by supporting their business activities with information technologies have been included in the study.
-物流行业,是一个竞争激烈的市场。灵活、全面和及时的交付以及在物流操作中不断增加的电子贸易应用改变了客户的期望。在这一点上,物流企业有望受益于信息技术在其业务。信息技术将运输链中所有不同的组成部分(供应链、总部和车辆)连接在一起。相应的;运输业务的效率和生产力提高。本研究分析物流企业利用资讯科技确保顾客满意与企业绩效之间的关系。研究结果表明,物流企业在陆路运输业务中所使用的信息技术应用与企业绩效指标之间存在显著的关系。此外,关于物流公司通过信息技术支持其业务活动可以在绩效指标中获得潜在利益的建议也包括在研究中。
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引用次数: 3
Evaluating the Level of Urban Infrastructure Economic Benefit: Case Study of Beijing, China 城市基础设施经济效益水平评价——以北京市为例
Pub Date : 2018-02-01 DOI: 10.18178/IJTEF.2018.9.1.583
Yin Cui
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引用次数: 0
A New Paradigm for Microfinance in Developed Nations 发达国家小额信贷的新范式
Pub Date : 2018-02-01 DOI: 10.18178/IJTEF.2018.9.1.585
Joshua Kim
As several studies have continuously proven repeatedly the benefits that microfinancing can bring to society, microfinancing has quickly caught the interest of both developed and developing countries. However, little study has been done into the particular models of microfinancing and their characteristic strengths and limitations. This particular study begins by differentiating the needs of the two parties (developed country and developing country) and focuses on South Korea and looks into what the best microfinancing model could be for developed nations. Analysis into the generic microfinancing model that South Korea’s government and Central Microfinance Foundation utilizes will prove to us the fundamental issues of utilizing a model whose structure does not fit the environment. From there, we will go on to study the developed nation’s environment and what it demands in the present, namely welfare. This set guideline will allow us to select a unique microfinance model from South Korea that fits the researched environment and we will analyze its success factors and limitations. Finally, we will check whether the final model seems applicable in other developed nations and conclude by suggesting a more improved model for developed nations than the generic microfinance model also used in developing nations.
由于多项研究不断反复证明小额信贷可以给社会带来的好处,小额信贷迅速引起了发达国家和发展中国家的兴趣。然而,对小额信贷的具体模式及其特点优势和局限性的研究却很少。这项特别的研究从区分双方(发达国家和发展中国家)的需求开始,并以韩国为重点,研究发达国家最好的小额信贷模式是什么。通过对韩国政府和中央小额信贷基金会所采用的通用小额信贷模式的分析,我们可以看到这种模式的结构与环境不相适应的根本问题。在此基础上,我们将继续研究发达国家的环境,以及它现在需要什么,即福利。这一套指导方针将使我们能够从韩国选择适合研究环境的独特小额信贷模式,并分析其成功因素和局限性。最后,我们将检查最终模型是否适用于其他发达国家,并通过建议发达国家比发展中国家使用的通用小额信贷模型更改进的模型来得出结论。
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引用次数: 1
期刊
International journal trade, economics and finance
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