• Title/Summary/Keyword: 공적분 모형

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A Study on the Relation Exchange Rate Volatility to Trading Volume of Container in Korea (환율변동성과 컨테이너물동량과의 관계)

  • Choi, Bong-Ho
    • Journal of Korea Port Economic Association
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    • v.23 no.1
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    • pp.1-18
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    • 2007
  • The purpose of this study is to examine the effect of exchange rate volatility on Trading Volume of Container of Korea, and to induce policy implication in the contex of GARCH and regression model. In order to test whether time series data is stationary and the model is fitness or not, we put in operation unit root test, cointegration test. And we apply impulse response functions and variance decomposition to the structural model to estimate dynamic short run behavior of variables. The major empirical results of the study show that the increase in exchange rate volatility exerts a significant negative effect on Trading Volume of Container in long run. The results Granger causality based on an error correction model indicate that uni-directional causality between trading volume of container and exchange rate volatility is detected. This study applies impulse response function and variance decompositions to get additional information regarding the Trading Volume of Container to shocks in exchange rate volatility. The results indicate that the impact of exchange rate volatility on Trading Volume of Container is negative and converges on a stable negative equilibrium in short-run. Th exchange rate volatility have a large impact on variance of Trading Volume of Container, the effect of exchange rate volatility is small in very short run but become larger with time. We can infer policy suggestion as follows; we must make a stable policy of exchange rate to get more Trading Volume of Container

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The Asymmetric Response of Gasoline Prices to International Crude Oil Price Changes Considering Inventories (재고를 고려한 국제원유가격변동에 따른 휘발유 가격의 비대칭성 연구)

  • Bae, Jeeyoung;Kim, Soohyeon;Kim, Moonjung;Oh, Soomin;Heo, Eunnyeong
    • Environmental and Resource Economics Review
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    • v.22 no.4
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    • pp.643-670
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    • 2013
  • This study analyzed the impact of crude oil inventory while gasoline price adjusts to international crude oil price(WTI) fluctuations. We mainly focused on asymmetric relationship between crude oil and petroleum product prices and added oil inventory as an variable, using the error correction model which is based on Borenstein et al.(1997). This paper selected the sample period from January 1988 to December 2012, analyzed the asymmetry of each intervals and the influence of crude oil inventory to the degree of asymmetry changes, both full period and five years period respectively. The results showed that when considering crude oil inventory, existence and degrees of time amount asymmetry varies.

The Study on the Effect of Trade Openness and FDI on Income Distribution (무역개방과 해외직접투자가 소득분배에 미친 영향 연구)

  • Kang, Myeong-Joo
    • International Commerce and Information Review
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    • v.16 no.4
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    • pp.151-167
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    • 2014
  • The aim of this study is to examine the relationship between globalization and income distribution in Korea. In order to identify the key determinants, the study investigates the effects of trade openness, inward and outward FDI flows, and per capita GDP on income distribution. The study uses methodology of unit root and co-integration technique as well as an error correction model over 1992 to 2011 by using annual data. The empirical findings showed that income inequality is reduced as trade openness and the per capita GDP increase. Meanwhile, income inequality is deteriorated as inward and outward FDI flows increased. In addition, the study revealed that the negative effect of inward FDI flows on income inequality is greater than that of outward FDI flows. This result supports the Feenstra and Hanson (1997) hypothesis. Overall the globalization process can be beneficial for the Korean economy, but its nature should be closely monitored regarding income distribution.

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A Study on the relationship analysis between the K-REITs loaning rate and interest rate variables (K-REITs의 차입이자율과 금리 변수 간 관계 분석)

  • Kim, Sang-Jin;Lee, Joo-Hyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.6
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    • pp.676-686
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    • 2016
  • This study analyzed the long term relationship between the K-REITs' lending rate and interest rate variables based on ARDL (autoregressive distributed lag) and also examined the short term relationship based on the ARDL-ECM model. In the results of the empirical test, there is a co-integration relationship among the K-REITs' lending rate, 3 year government bond (rate), 3 year government bond (rate), corporation bond (rate) (AA-, 3year) and general fund loan rate. This means that the K-REITs' lending rate is related to the long term interest rate. The corporate general fund loan rate has a significant correlation with the K-REITs' lending rate in the long term relation and short term adjustment process. The establishment of a management plan by the REITs considering the trends in the corporate general fund loan rate in the decision making process for finance sector borrowings can be practically helpful for the K-REITs.

Temperature Effects on the Industrial Electricity Usage (산업별 전력수요의 기온효과 분석)

  • Kim, In-Moo;Lee, Yong-Ju;Lee, Sungro;Kim, Daeyong
    • Environmental and Resource Economics Review
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    • v.25 no.2
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    • pp.141-178
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    • 2016
  • This paper, using AMR (Automatic Meter Reading) electricity data accurately measured in real time, analyses the characteristics and patterns of temperature effect on the industrial electricity usage. For this goal, the paper constructs and estimates a model which captures the properties of AMR time series including long-term trends, mid-term temperature effects, and short-term special day effects. Based on the estimated temperature response function and the temperature effect, we categorize the whole industry into two groups: one group with sharp temperature effect and the other with weak temperature effect. Furthermore, the industry group with sharp temperature effect is classified into a summer peak industry group and a winter peak industry group, based on the estimates of the temperature response function. These empirical results carry practical policy implications on the real time electricity demand management.

A Study on the Effects of the Macroeconomic Variables on the Economic Growth by VECM Model (VECM모형을 활용한 거시경제변수가 성장에 미치는 영향분석)

  • Cho, Woo-Sung
    • International Commerce and Information Review
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    • v.14 no.4
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    • pp.27-47
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    • 2012
  • The study aims to analyze how the variables for Korea, such as the exports, imports, FDI(Inward) and FDI(Outward), influence the economic growth and how they affect each other. For the purpose of empirical analysis, this paper used the quarterly time series data from 1980 to 2010, dividing the period before and after 1997(IMF). The variables used in this study were log-transformation from the original variables. This study empirically tests the relationship among variables by using VECM with considering the time-series properties of each variable. The results found from the study are as followings. Causality analysis using VECM proved that no causality between GDP and exports existed, whereas causality between GDP and FDI(Inward) existed, in which GDP affected FDI(Inward) since IMF. However, it was found that other periods and FDI(Inward) did not affect GDF and had no causality among them.

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Effects of U.S. Inventory and OPEC Production on Crude Oil Price (미국 재고량과 OPEC 생산량이 국제원유가격 변동에 미치는 영향분석)

  • 서성진;허은녕
    • Proceedings of the Korea Society for Energy Engineering kosee Conference
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    • 1999.11a
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    • pp.225-230
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    • 1999
  • Since changes in crude oil price exert colossal influence upon most national economy, it is important to investigate about factors that cause the change through an appropriate crude oil price forecast. This paper examines the relationship among crude oil price, OPEC production and U.S. inventory using cointegration and error correction model. We found that crude oil price is likely to increase significantly for a given decrease in not only the OPEC production but also the U.S. inventory. Furthermore, we found that crude oil price is more elastic with respect to OPEC production in the short-run, and more elastic with respect to U.S. inventory in the long-run. Moreover, in the long-run, U.S. inventory have more an effect on crude oil price than OPEC production. Finally, crude oil price adjusts to their respective long-run equilibrium at a moderate speed, about 12% of adjustment taking place in the first year.

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Empirical Investigation to The Asymmetric Structure between Raw Material Price and Baltic Dry-bulk Index (원자재가격과 건화물선 운임지수의 비대칭구조 분석)

  • Kim, Hyun-Sok
    • Journal of Korea Port Economic Association
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    • v.34 no.4
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    • pp.181-190
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    • 2018
  • The goal of this study is empirically to investigate the asymmetric relationship between two variables using the dry cargo freight rates and raw material price data from January 2012 to May 2018. First, we estimate the asymmetry of macroeconomic indicators of commodity prices by using a two - step threshold cointegration test. Second, the asymmetric relation test of the trade balance of existing commodity price changes is tested by bypassing to the high frequency dry cargo freight rate index. As a result of the estimation, in contrast to the existing linear analysis, each boundary value for the lower limit and the upper limit has different asymmetry. This implies that the period of fluctuation of the sudden residual that causes irregular rate of return fluctuations does not establish a long term equilibrium relationship between the raw material price and the dry cargo freight rate. Therefore, in order to consider the sudden price change in the analysis, it is necessary to include the band of inaction that controls the irregular volatility, which is consistent with the asymmetry hypothesis.

A Study on the Causal Relationship Between Shipping Freight Rates (해운 운임 간 인과관계에 관한 연구)

  • Jeon, JunWoo
    • Journal of Convergence for Information Technology
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    • v.9 no.12
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    • pp.47-53
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    • 2019
  • The purpose of the study was to utilize VECM(Vector Error Correction Model) and detect causal relationships among shipping freight rates. Shipping freight rates used in this study were BDI(Baltic Dry Index), HRCI(Howe Robinson Containership Index), WS(World Scale rate) and SCFI(Shanghai Containerized Freight Index). Using weekly data published since August 2nd, 2013 to September 6th, 2019, it was discovered that BDI and WS were heavily influenced by past week's BDI and WS respectively. VECM also found that one percent increase in WS resulted in 0.022% increase in following week's HRCI data. One percent increase in HRCI affects SCFI by 0.77% on the following week. This study believes that finding may help each shipping market of shipping freight rates estimates, thereby encouraging decision markers to exercise discretion and establish best interest decision.

Empirical Analysis on the Substitutability or Complementary Nature of Export and Import among Korea, China, and Japan (한-중-일 수출입의 대체·보완성에 관한 실증분석)

  • Rhee, Hyun-Jae
    • International Area Studies Review
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    • v.15 no.3
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    • pp.215-237
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    • 2011
  • The paper is basically designed to reveal substitutability or complementary nature of export and import among Korea, China, and Japan by employing unit root test, cointegration technique, and vector error correction model(VECM). Empirical evidences are shown that the trading among these countries has been dominated by a complementary nature in the short run which enables it to promote trading in those countries. In the long run, however, the substitutability nature effects strongly to the trading among Korea, China, and Japan. To this end, it could be tentatively concluded that market-oriented trading policies are more effective to stimulate the export and import in those countries in the short run, while a trading policy has to be selectively implemented by the substitutability nature in the long run basis. For instance, a stability policy for exchange rates and various commercial policies could be set for a short term target. Whereas, the substitutability nature should be counted in building up a new industrial structure or in implementing FTA agreement among Korea, China, and Japan.