• Title/Summary/Keyword: cointegration test

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The Impact of Regional Economic Growth on Intraregional Disparities in Korea (지역경제 성장에 따른 지역 내부의 경제적 격차 추정에 관한 연구)

  • Lee, Ju-Han;Kim, Donghyun
    • Journal of the Korean Regional Science Association
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    • v.36 no.3
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    • pp.29-40
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    • 2020
  • The aims of this study to identify the relationship between regional economic growth and intraregional regional disparities. The 16 metropolitan area, the Capital region and the southeastern region of Korea were put in the spatial scope and the time range from 2005 to 2016. Regional gross domestic product data were used to show regional growth and intraregional disparity. Panel data for each spatial unit were established, panel unit root test and panel cointegration test were conducted to check the stability of the data. The DOLS method was used to identify relationship between regional economic growth and intraregional disparity, and the VECM model and Granger causality test was conducted to verify causality. The result of analysis of 16 metropolitan area units showed that the intraregional disparity increases as regional economic growth progresses. When the regional gross domestic product increased by 1%, the intraregional disparity increased by 1.258%, and there are short-term and long-term causality. Both the Capital region and the southeastern region had a mutual relationship between regional economic growth and intraregional disparity, but the disparity in the Capital region showed an increase and the southeastern region showed a decrease. The results of this study show that the regional disparity is increasing nationwide, but the Capital region and the southeastern region showed different stages of growth.

Study on the Causality and Lead-lag relationship between Size of House sub market and the Consumer Sentiment Survey (아파트 규모별 하위시장과 소비심리지수의 선행성 및 인과성에 관한 연구)

  • Kim, Gu-Hoi;Kim, Ki-Hong;Lee, Joo-Hyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.4
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    • pp.682-691
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    • 2016
  • The purpose of this study is to explore the causal and precedence relationships between the housing sub-market and the results of a consumer sentiment survey about the housing market. This study investigates the relationships between the survey results and an apartment deal price index by size and bidding price rate in apartment auctions by extending research related to consumer sentiment surveys. We surveyed the Seoul Metropolitan Area and analyzed the results using a unit root test, cointegration test, Granger causality test, and cross-correlation test. It was confirmed that causality exists between the survey results and apartment deal price index by size and bidding price rate, and it was also confirmed that there are correlation and precedence relationships between them.

A Dynamic Analysis of Import Price of Roundwood (원목수입가격(原木輸入價格)의 동태적(動態的) 분석(分析))

  • Han, Sang-Yoel;Kim, Tae-Kyun;Cho, Jae-Hwan;Choi, Kwan
    • Journal of Korean Society of Forest Science
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    • v.88 no.1
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    • pp.1-10
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    • 1999
  • The dynamic relationships among import prices of roundwood are analyzed using the time series approach. A vector autoregression(VAR) model is estimated for six import prices(New Zealand, Chile, Russia, U.S.A., PNG, and Malaysia). Then Granger's causality test, variance decomposition analysis, and impulse response function analysis are also conducted. The major results are summarized as follows : (1) The prices of New Zealand and Russia are caused by only own lagged prices. (2) The prices of Chile and PNG are effected by New Zealand, the price of PNG is effected by New Zealand and Russia, and the price of U.S.A. is effected by those of Chile and PNG, respectively. (3) An exogenous shock in New Zealand will affect the prices of New Zealand, PNG, U.S.A., Chile, Russia. (4) An exogenous shock in Chile may also affect the prices of Chile, U.S.A., Russia.

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한국의 전력소비와 경제성장의 인과관계 분석

  • Jo, Jeong-Hwan;Gang, Man-Ok
    • Environmental and Resource Economics Review
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    • v.21 no.3
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    • pp.573-593
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    • 2012
  • The paper examined the relationship between total and sector level electricity consumptions and economic growth in Korea for the period of 1980-2009. The results of unit-roots and cointegration tests show that all variables-real GDP, total, primary, manufacture, and service sector electricity consumptions-were not stationary and there were no linear combinations in the long run between electricity consumptions and economic growth. Thus, by using standard Granger-causality test we found that total, primary, and manufacture sector electricity consumptions were Granger-caused by economic growth, not vice versa. This means that causality runs from economic growth to each electricity consumption. However, there is no causal relationship between service sector electricity consumption and economic growth. These results imply that the government policies aimed at reducing electricity consumptions and increasing energy efficiency etc. can be feasible without deterring economic growth in Korea.

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Causal Relationships between Vessel Export and Economic Growth in Korean Shipbuilding Industry (우리나라 조선산업에서 선박수출과 경제성장의 인과성)

  • Kim, Chang-Beom
    • Journal of Korea Port Economic Association
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    • v.24 no.1
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    • pp.1-10
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    • 2008
  • This paper analyses the dynamic causal relationship between vessel export and economic growth using annual data over the period from 1977 to 2006. Tests for ADF unit-roots, the dynamic vector using Johansen's multiple cointegration procedure, dynamic vector error correction model and impulse response function are presented. The findings of the Granger test suggest that vessel export Granger-causes economic growth in the short-run and economic growth Granger-causes exports in the short and long-run. The empirical results of impulse-response analysis show that the vessel export to a shock in real GDP responds positively and the real GDP responds positively to the shocks in vessel export. Also, the results indicate that the impact of vessel export shock on the real GDP is short-lived.

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Incheon's Import Behaviors of the Major Items (인천항 주요품목의 수입행태)

  • Lim, Jun-Hyung
    • Journal of Korea Port Economic Association
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    • v.23 no.4
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    • pp.228-243
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    • 2007
  • This study porvides an empirical overview of the import patterns of Incheon port using an Engle-Granger cointegration technique and Johansen's multivariate cointegraion methodology test to check the stationarity of the model. The empirical results show that the import in Incheon port related to the economic variables. This paper also applies rolling regression to our model, indicating that import are endogeneous to the economic variable.

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On the Effects of Social Welfare Expenditure to Economic Growth: Comparative Analysis between Korea and Northern European Countries (사회복지 지출이 경제성장에 미치는 영향 분석: 한국과 북유럽 국가를 중심으로)

  • Rhee, Hyun-Jae
    • The Journal of the Korea Contents Association
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    • v.19 no.7
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    • pp.559-573
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    • 2019
  • The aim of this study is to investigate how social welfare expenditure affects to economic growth in Northern European countries, and such implication might be compared with Korean episode. ARDL cointegration model is employed for emplrical analysis. The model is usefully utilized to analyze short-run and long-run relationships of the variables in general. The result suggests that private welfare expenditure is effective in Korea and Finland even though the magnitude of effectiveness is quite a small scale. On the other hand, public welfare expenditure is effective in Denmark and Norway. However, none of social welfare expenditures affects in economic growth in Sweden. And, therefore, it could be concluded that although social welfare expenditures contribute to improve income inequality, these hardly support income-led growth strategy.

Analysis of the effects of direct overseas purchasing and sales on macroeconomic variables and electronic commerce (해외직접구매와 해외직접판매가 거시경제변수와 전자상거래에 미치는 영향 분석)

  • Jeong, Eun-Hee;Lee, Byung-Kwan
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.12 no.3
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    • pp.192-200
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    • 2019
  • This paper is analyzed causality using cointegration test and impact response after deriving a causality between direct overseas purchasing and sale and macroeconomic variables. The model used for the empirical analysis is the vector error correlation model. The model is used the macroeconomic variables such as the consumer price index and the GDP, and e-commerce variables such as direct overseas purchasing, direct overseas sales and online shopping amount. According to empirical analysis, the direct overseas purchasing has the causality with the consumer price index, and GDP has the causality with direct overseas purchasing and online. According to the impact response analysis of the VECM, the direct overseas purchasing has a positive effect on the CPI and GDP, but the direct overseas sales has a negative effect on the CPI and GDP. In addition, both direct overseas purchasing and sales have a negative effect on online shopping, but it has been shown that the direct overseas purchasing has a bigger negative effect on online shopping.

Interrelationships between KRW/JPY Real Exchange Rate and Stock Prices in Korea and Japan - Focus on Since Korea's Freely Flexible Exchange Rate System - (한·일 원/엔 실질 환율과 주가와의 관계 분석 - 한국의 자유변동환율제도 실시 이후를 중심으로 -)

  • Kim, Joung-Gu
    • International Area Studies Review
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    • v.13 no.2
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    • pp.277-297
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    • 2009
  • This paper empirically investigates a long-run and short-run equilibrium relationships for exchange rate and stock prices in Korea and Japan from January 1998 to July 2008. Because using monthly data in my study, analyzes unit root test and VEC model including seasonality to overcome bias that happen in seasonal adjustment. The empirical evidence suggests that exists strong evidence supporting the long-run cointegration relationships between exchange rates and stock prices of the Korea and Japan. This implies that it is possible to predict one market from another for both countries, which seems to violate the efficient market hypothesis. In the long-run a negative relationship running from the KRW/JPY real exchange rate to the stock prices of Korea strongly argues for the traditional approach.

Exports of SMEs against Risk? Theory and Evidence from Foreign Exchange Risk Insurance Schemes in Korea

  • Lee, Seo-Young
    • Journal of Korea Trade
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    • v.23 no.5
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    • pp.87-101
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    • 2019
  • Purpose - This paper examines the effectiveness of the foreign exchange risk insurance system in the promotion of SME exports in Korea. The purpose of this study is to analyze the short-term and long-term responses of SME exports to foreign exchange risk insurance support policies. Based on these empirical studies, we would like to present some operational improvements to the operation of the foreign exchange risk insurance system. Design/methodology - In order to analyze the effect of exchange risk insurance on the exports of SMEs, a VAR model consisting of foreign exchange risk insurance underwriting values, export relative price, and domestic demand pressure, including export volume, was established. The study began with tests of the stationarity of time series data. The unit root tests showed that all concerned variables were non-stationary. Accordingly, the results of the cointegration test showed that the tested variables are not cointegrated. Finally, an impulse response function and variance decomposition analysis were conducted to analyze the impulse of foreign exchange risk insurance on exports of SMEs. Findings - As a result of estimating the VAR (1) model, foreign exchange risk insurance was found to be significant at a 1% significance level for SME' export promotion. In the impulse response analysis, SMEs' export response to the impulse of foreign exchange risk insurance showed that exports gradually increased until the third quarter, and then slowed down. However, the impulse did not disappear, and appeared continuously. Originality/value - This study analyzed the effect of foreign exchange insurance on exports of SMEs by applying the VAR model. In particular, this study is the first to analyze the short-term and long-term effects of foreign exchange risk insurance on exports of SMEs. The empirical evidence in the current study have a policy implication for the policy authority to support and promote the foreign exchange risk insurance in the effect of exchange rate volatility on Korea' export SMEs.