{"title":"中国的最佳资本账户开放度","authors":"Wenyun Zhou","doi":"10.5539/ijef.v16n3p42","DOIUrl":null,"url":null,"abstract":"This paper measures the degree of capital account openness and financial stability index, and uses GDP to represent economic development. Recent research mainly focuses on the qualitative research of capital account openness on financial stability and economic development. This paper tries to find the optimal degree of capital account openness based on current economic structure and financial situation through quantitative methods. \n \nI use Kalman filter to measure the degree of capital account openness based on the interest rate parity theory and defines the degree of capital account openness as λ, the range of λ is [0, 1]. For the measurement of financial stability, this paper adopts principal component analysis method, and selects 17 groups of data related to financial stability to measure it. Based on these two sets of figures, as well as monthly GDP data, establishes TVAR model, studies the impulse response graph, and determines the impact on financial stability index, GDP and λ. This paper uses support vector machine regression (SVR) to quantitatively analyze the relationship among capital account openness, economic development, and financial stability.","PeriodicalId":508422,"journal":{"name":"International Journal of Economics and Finance","volume":"531 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimal Capital Account Openness in China\",\"authors\":\"Wenyun Zhou\",\"doi\":\"10.5539/ijef.v16n3p42\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper measures the degree of capital account openness and financial stability index, and uses GDP to represent economic development. Recent research mainly focuses on the qualitative research of capital account openness on financial stability and economic development. This paper tries to find the optimal degree of capital account openness based on current economic structure and financial situation through quantitative methods. \\n \\nI use Kalman filter to measure the degree of capital account openness based on the interest rate parity theory and defines the degree of capital account openness as λ, the range of λ is [0, 1]. For the measurement of financial stability, this paper adopts principal component analysis method, and selects 17 groups of data related to financial stability to measure it. Based on these two sets of figures, as well as monthly GDP data, establishes TVAR model, studies the impulse response graph, and determines the impact on financial stability index, GDP and λ. This paper uses support vector machine regression (SVR) to quantitatively analyze the relationship among capital account openness, economic development, and financial stability.\",\"PeriodicalId\":508422,\"journal\":{\"name\":\"International Journal of Economics and Finance\",\"volume\":\"531 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Economics and Finance\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5539/ijef.v16n3p42\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Economics and Finance","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5539/ijef.v16n3p42","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本文衡量了资本账户开放程度和金融稳定指数,并用 GDP 代表经济发展。近年来的研究主要集中于资本账户开放对金融稳定和经济发展的定性研究。本文试图通过定量方法找到基于当前经济结构和金融形势的最优资本账户开放度。 笔者基于利率平价理论,采用卡尔曼滤波法测算资本账户开放程度,并将资本账户开放程度定义为λ,λ的取值范围为[0,1]。对于金融稳定性的测度,本文采用主成分分析法,选取 17 组与金融稳定性相关的数据进行测度。本文利用支持向量机回归(SVR)对资本账户开放度、经济发展和金融稳定性之间的关系进行定量分析。
This paper measures the degree of capital account openness and financial stability index, and uses GDP to represent economic development. Recent research mainly focuses on the qualitative research of capital account openness on financial stability and economic development. This paper tries to find the optimal degree of capital account openness based on current economic structure and financial situation through quantitative methods.
I use Kalman filter to measure the degree of capital account openness based on the interest rate parity theory and defines the degree of capital account openness as λ, the range of λ is [0, 1]. For the measurement of financial stability, this paper adopts principal component analysis method, and selects 17 groups of data related to financial stability to measure it. Based on these two sets of figures, as well as monthly GDP data, establishes TVAR model, studies the impulse response graph, and determines the impact on financial stability index, GDP and λ. This paper uses support vector machine regression (SVR) to quantitatively analyze the relationship among capital account openness, economic development, and financial stability.