• 제목/요약/키워드: Johansen Test

검색결과 64건 처리시간 0.028초

자연산 어류의 시장 통합성 분석 (Analyzing Market Integration of Wild Caught Fish Species)

  • 김도훈
    • 수산경영론집
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    • 제44권1호
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    • pp.71-79
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    • 2013
  • This study is aimed to estimate market integration of wild caught fish species on the Korean market, using both multivariate and bivariate cointegration analysis. For the analysis of market integration between wild caught fish species, major four fish species those are most popular fish in the market and caught by the large purse seine fishery-chub mackerel, jack mackerel, hairtail and spanish mackerel-were selected as analytical target fish species. And their real monthly price data from January 2000 to December 2011 were used in the analysis. The results of the multivariate cointegration test for four wild caught fish species showed that there would be long-term equilibrium relationships among prices of four wild caught fish species, and consequently, the markets for wild caught fish species were estimated to be integrated. The results of exclusion test and bivariate cointegration test also supported that there would be a clear evidence to suggest that all target wild caught fish species were cointegrated each other.

산업용 전력수요의 탄력성 분석 (Elasticities in Electricity Demand for Industrial Sector)

  • 나인강;서정환
    • 자원ㆍ환경경제연구
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    • 제9권2호
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    • pp.333-347
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    • 2000
  • We employed various econometic methods to estimate the production index elasticity and the price elasticity of elecricity demand in Korea and compared the forecasting power of those methods. Cointegration models (ADL model, Engle-Granger model, Full Informtion Maximum Likelihood method by Johansen and Juselius) and Dynamic OLS by Stock and Watson were considered. The forecasting power test shows that Dynamic OLS has the best forecasting power. According to Dynamic OLS, the production index elasticity and the price elasticity of electricity demand in Korea are 0.13 and -0.40, respectively.

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Seasonal cointegration for daily data

  • Song, Dae-Gun;Cho, Sin-Sup;Park, Suk-Kyung
    • 한국통계학회:학술대회논문집
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    • 한국통계학회 2005년도 춘계 학술발표회 논문집
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    • pp.13-15
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    • 2005
  • In this paper, we propose an extension of the maximum likelihood seasonal cointegration procedure developed by Johansen and Schaumburg (1999) for daily time series. We presented the finite sample distribution of the associated rank test statistics for daily data.

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자연산 어류와 양식산 어류 간의 가격 경합성 분석 (Analyzing Price Interactions between Wild Caught Fish and Farmed Fish on the Korean Seafood Market)

  • 김도훈;김혜성
    • 수산해양교육연구
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    • 제27권6호
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    • pp.1610-1618
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    • 2015
  • This study is aimed to estimate price interactions between wild caught fish and farmed fish on the Korean seafood market, using multivariate cointegration analysis. Major commercially important four wild caught fish (chub mackerel, hairtail, yellow croaker and spanish mackerel) and two farmed fish(oliver flounder and black rockfish) are selected as analytical target fish species. Between 2000 and 2013, monthly production and price data are used in this study. The results of cointegration test showed that there would be a long-term equilibrium relationship among 4 wild caught fish and 2 farmed fish. However, the results of exclusion test indicated that farmed fish might not contribute significantly to the long-run relationship, suggesting that farmed fish might be only a weak substitute for wild caught fish, but no significant interaction could be found.

VECM모형을 이용한 국내 희유금속의 수요예측모형 (A Study on Demand Forecasting Model of Domestic Rare Metal Using VECM model)

  • 김홍민;정병희
    • 품질경영학회지
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    • 제36권4호
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    • pp.93-101
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    • 2008
  • The rare metals, used for semiconductors, PDP-LCS and other specialized metal areas necessarily, has been playing a key role for the Korean economic development. Rare metals are influenced by exogenous variables, such as production quantity, price and supplied areas. Nowadays the supply base of rare metals is threatened by the sudden increase in price. For the stable supply of rare metals, a rational demand outlook is needed. In this study, focusing on the domestic demand for chromium, the uncertainty and probability materializing from demand and price is analyzed, further, a demand forecast model, which takes into account various exogenous variables, is suggested, differing from the previously static model. Also, through the OOS(out-of-sampling) method, comparing to the preexistence ARIMA model, ARMAX model, multiple regression analysis model and ECM(Error Correction Mode) model, we will verify the superiority of suggested model in this study.

Long-Run Exchange Rates, Price Levels, and Purchasing Power Parity: Cointegration Tests of Five Korea Trading Partners' Currencies

  • Gong, Jai-Sik
    • 재무관리논총
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    • 제6권1호
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    • pp.313-334
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    • 2000
  • In this paper, we obtained some supportive evidence for the long-run PPP relationship concerning the Korean Won currency. Previous tests of PPP in the bilateral exchange rates of the Korean Won rate vis-a-vis the U.S. Dollar have been exposed to the lack of power problem. We argue that their failure to find PPP relation in Korean Won rates was due to the low power of Augmented Dickey-Fuller tests or the Engle-Granger two-step tests applied to the Korean exchange rate data with short sample period. En attempting to alleviate this low power problem, we used the error-correction model test and the Johansen test for bilateral long-run equilibrium relationships between exchange rates and price indices from Korea's major trading partners. It is surprising that our evidence supporting for long-run PPP in Korean Won rate contrasts sharply with Bahmani-Oskooee, Moshen and Rhee, Hyun-Jae(1992)'s.

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Linkages between the Korea and Asia-Pacic stock markets

  • Shin, Yang-Gyu
    • Journal of the Korean Data and Information Science Society
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    • 제21권6호
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    • pp.1337-1341
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    • 2010
  • The paper investigates linkages between the Korea stock market and each of the major Asia-Pacific stock markets, namely those of the Japan, China, Australia, New-Zealand, We employs the Johansen technique to test for pairwise cointergration between the Korea stock market and each of the major Asia-Pacific stock markets. The major stock indices of the markets are used, from 1 September 2006 to 31 August 2010. The results from the test implies that the Korea market is not cointergrated with any of the major Asia-Pacific markets during the period. Our study implies that there are no long-run linkages between the Korea and any of the major Asia-Pacific stock markets.

한국 건설주가의 동태적 국내외 연계성에 관한 실증분석 (Dynamic Linkages : Stock Markets, Construction Industries, and Construction Firms)

  • 유태우;장원기
    • 재무관리연구
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    • 제20권1호
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    • pp.125-162
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    • 2003
  • 본 논문은 한국건설 주가의 동태적 특성 -장단기 국내외 연계성-을 파악하기 위하여 작성되었다. 이를 위해 우선 한. 미. 일 증시 및 건설지수간의 상호 가격전이 메카니즘을 분석하여 국내 건설업 주가가 해외로부터 받는 영향을 추정하였다. 또한, 국내 주요 건설기업과 해외건설 지수와의 연계성을 살펴보고, 건설기업간의 주가변화의 상호작용을 실증적으로 분석하였다. 이와 관련하여 장기적 관계의 존재 및 미국과 현대건설의 리더십을 중심으로 한 일곱 가지 가설을 선정하였다. 장기적 균형가설 검정을 위해서는 Johansen and Juselius(1990)의 다변량 공적 분기법을 사용하고, 단기적 인과관계 추론을 위해서는 VAR 모형의 오차분산분해, 충격반응함수, 그랜저 인과관계검정을 일별 자료에 적용하였다. 분석결과는 다음의 네 가지로 요약된다. 첫째, 한. 미. 일 증시, 건설업지수, 국내 5대 건설사 간에는 각각 공적분 관계가 존재하지 않는 것으로 나타나 장기적 균형관계가설이 기각되었다. 둘째, 미국증시는 한. 일증시를 선행하는 것으로 나타났으나 건설업지수를 선행하지 않아 미국의 시장리더십을 건설업에는 파악할 수 없었다. 셋째, 현대건설주가도 국내 타 건설주가를 선행하는 것으로 나타나 현대건설의 시장리더십을 확인할 수 있었다. 이러한 실증적 분석 결과를 통해 한. 미. 일 증시, 건설업지수, 국내 건설주가는 단기적으로는 특정 국가 및 기업의 리더십이 발휘되지만 장기적으로는 상호 연관성 없이 독립적으로 움직인다는 사실을 알 수 있다.

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An Exploration of Dynamical Relationships between Macroeconomic Variables and Stock Prices in Korea

  • Lee, Jung Wan;Brahmasrene, Tantatape
    • The Journal of Asian Finance, Economics and Business
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    • 제5권3호
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    • pp.7-17
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    • 2018
  • This paper examines short-run and long-run dynamic relationships between selected macroeconomic variables and stock prices in the Korea Stock Exchange. The data is restricted to the period for which monthly data are available from January 1986 to October 2016 (370 observations) retrieved from the Economic Statistics System database sponsored by the Bank of Korea. The study employs unit root test, cointegration test, vector error correction estimates, impulse response test, and structural break test. The results of the Johansen cointegration test indicate at least three cointegrating equations exist at the 0.05 level in the model, confirming that there is a long-run equilibrium relationship between stock prices and macroeconomic variables in Korea. The results of vector error correction model (VECM) estimates indicate that money supply and short-term interest rate are not related to stock prices in the short-run. However, exchange rate is positively related to stock prices while the industrial production index and inflation are negatively related to stock prices in the short-run. Furthermore, the VECM estimates indicate that the external shock, such as regional and global financial crisis shocks, neither affects changes in the endogenous variables nor causes instability in the cointegrating vector. This study finds that the endogenous variables are determined by their own dynamics in the model.

오차수정모형을 이용한 갈치 시장가격 간의 인과관계 분석 (A Causality Test on Hairtail Prices among Import and Domestic Markets Using a Vector Error Correction Model(VECM))

  • 김규민;김도훈
    • Ocean and Polar Research
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    • 제40권1호
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    • pp.49-58
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    • 2018
  • This study aimed to analyze the causality of hairtail prices among import and domestic distribution channels using a Vector Error Correction Model(VECM). The results are as follows. First, since the ADF unit-root test suggests that each of the price variables, apart from retail price, has a unit root, the price variables should be 1st-differenced to secure the stability of the prices. Next, through the Johansen co-integration test, it was discovered that there are long-term relationships among the price variables. On the basis of the co-integration test, VECM analysis shows that the producer price has a long-run balance with the import and wholesale prices. In particular, when the prices deviate from the balance, the producer price dynamically adjusts to return to the long-term relationship among prices. It also indicates that the producer price has an impact on the import, wholesale, and retail prices in the short-term, and the import price has an influence on the producer and wholesale prices. In addition, the impulse response analysis demonstrates that the impulse of import and producer prices has a lasting impact on each of the prices.