• 제목/요약/키워드: cointegration

검색결과 314건 처리시간 0.023초

분계점 공적분 검정법을 사용한 한국의 비선형 테일러 통화정책 검증 (IV ECM Threshold Cointegration Tests and Nonlinear Monetary Policy in Korea)

  • 월터 엔더스;이준수;마크 스트래지시쉬
    • KDI Journal of Economic Policy
    • /
    • 제29권2호
    • /
    • pp.135-157
    • /
    • 2007
  • 본고에서는 소위 '테일러 룰'이라고 일컫는 통화정책론이 한국의 통화정책에도 적용될 수 있는지를 검증하고자 하였다. '테일러 룰'이 적용된다면 이자율, 물가상승률 및 잠재성장률 간에 공적분이 성립해야 하는데, 본고에서는 선형관계를 전제로 하는 공적분은 성립하지 않는다는 결과를 산출하였고, 더 나아가 새로운 분계점 공적분 검정법(IV ECM Threshold Cointegration Tests)을 개발하고 이를 적용하고자 하였다. 이 방법론은 기존의 공적분 검정법과 달리 성가신 파라미터(nuisance parameters)에 의존하지 않는다는 장점이 있다. 이 장점을 사용하여 적용한 결과, 본고에서는 한국에 있어서도 비선형 테일러 통화정책에 대한 분계점 공적분이 성립하고 '비선형 테일러 룰'이 검증되었음을 보여주었다.

  • PDF

Analysis of the relationship between garlic and onion acreage response

  • Lee, Eulkyeong;Hong, Seungjee
    • 농업과학연구
    • /
    • 제43권1호
    • /
    • pp.136-143
    • /
    • 2016
  • Garlic and onion are staple agricultural products to Koreans and also are important with regard to agricultural producers' income. These products' acreage responses are highly correlated with each other. Therefore, it is necessary to test whether there is a cointegration relationship between garlic acreage and onion acreage when one tries to estimate the acreage response's function. Based upon the test result of cointegration, it is confirmed that there is no statistically significant cointegration relationship between garlic acreage and onion acreage. In this case, vector autoregressive model is preferred to vector error correction model. This study investigated the dynamic relationship between garlic and onion acreage responses using vector autoregressive (VAR) model. The estimated results of VAR acreage response models show that there is a statistically significant relationship between current and lagged acreage of more than one lag. Therefore, it is recommended that government should consider the long-run period's relationship of each product's acreage when it plans a policy for stabilizing the supply and demand of garlic and onion. For the price variables, garlic price only affects garlic acreage response while onion price affects not only onion acreage response but also garlic acreage response. This implies that the stabilizing policy for onion price could have bigger effects than that for garlic price stabilization.

주가지수간의 동태적 통합 및 인과관계 분석 (Dynamic Integration and Causal Relationships between Stock Price Indexes)

  • 김태호;박지원
    • 응용통계연구
    • /
    • 제17권2호
    • /
    • pp.239-252
    • /
    • 2004
  • 국내외 시장간에 정보의 이동이 신속해지고 유사 시장간에 상호 연관성이 심화되면서 한미간 주가동조화현상은 강화된 것으로 알려져 있다. 본 연구에서는 한미 증시간에 어떠한 역학관계가 존재하는가를 총체적으로 결정해 보았다. 분석 결과 주가가 전반적으로 비슷한 동향을 보이는 시기에는 한미 증시간의 인과관계가 상대적으로 복잡한 반면, 한미 간의 주가가 상이 한 동향을 보이는 시기에는 인과관계가 단순한 것으로 나타났다. 특히 나스닥지수로 부터 국내 주가지수로의 인과관계가 뚜렷이 존재하는 것으로 판명되어 IT산업 불황기에 침체에 빠진 국내 증시가 첨단산업이 주축을 이룬 나스닥시장의 동향에 민감한 현실이 그대로 입증되고 있다.

소득불평등과 경제성장의 상호영향력 분석 (An Empirical Analysis on the Relationship Between Income Inequality and Economic Growth)

  • 윤재형
    • 아태비즈니스연구
    • /
    • 제8권2호
    • /
    • pp.15-30
    • /
    • 2017
  • This study analyzes the relationship between income inequality and economic growth. Gini coefficient (market income), the deciles income inequality index and per capita real GDP were analyzed. Furthermore, various cointegration tests were tried to improve the reliability of the test results. From the weak exogeniety test of between per capita real GDP and the Gini coefficient (market income), per capita real GDP has a weak exogeneity while the Gini coefficient is endogenous. From the various cointegration tests, we found out that there is a cointegration between Gini coefficient and per capita real GDP. Moreover, it is estimated that per capita real GDP has a positive effect on the Gini coefficient (market income). In the VAR Granger causal analysis, per capita real GDP affects the Gini coefficient (market income), but it is difficult to say that the Gini coefficient (market income) always has an effect on per capita real GDP. Also, the impulse-response function of the VAR model shows that per capita real GDP temporarily reduces the Gini coefficient (market income), and then increases it over time. Accordingly, it is necessary for the policies to improve not only the distribution structure but also income distribution through economic growth.

  • PDF

An Engle-Granger and Johansen Cointegration Approach in Testing the Validity of Fisher Hypothesis in the Philippines

  • CAMBA, Abraham C. Jr.;CAMBA, Aileen L.
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권12호
    • /
    • pp.31-38
    • /
    • 2021
  • This study contributes to the existing literature and tries to analyze the validity of the Fisher hypothesis in the Philippines. Using monthly data from January 1995 to December 2020, the empirical analysis used the Engle-Granger and Johansen cointegration testing technique. The correlation coefficient suggests a strong positive association. All things being equal, a rise in inflation leads to a rise in the nominal interest rate. The unit-root tests show that inflation and the nominal interest rate are both stationary. Based on both Engle-Granger and cointegrating regression Durbin-Watson tests, the nominal interest rate and inflation are cointegrated. Likewise, the results from Johansen cointegration indicate that there exists a long-run relationship between the variables. However, we rejected a one-to-one relationship between nominal interest rate and inflation. The error correction term coefficient (ECM) shows that it is statistically significant suggesting that the nominal interest rate adjusts to the inflation rate with a lag. The Pair-wise Granger Causality test reported a bi-directional causal relationship between nominal interest rate and inflation. Inflation targeting has been the monetary policy framework of choice for most central banks. In essence, the conclusions of this study are useful to central banks because they help them better comprehend the long-run equilibrium relationship between the nominal interest rate and inflation.

Are Precious Metals Hedge Against Financial and Economic Variables?: Evidence from Cointegration Tests

  • YAQOOB, Tanzeela;IQBAL, Javed
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권1호
    • /
    • pp.81-91
    • /
    • 2021
  • This paper investigates the long run hedging ability of precious metals against the risks associated with adverse conditions of economic and financial variables for Pakistan, the USA, China, and India. Monthly data of gold, silver, platinum, stock returns, exchange rate, industrial production, and inflation was collected for the selected economies. Saikkonen and Lutkepohl (2002) unit root test was employed to access the unit root properties of the data series and identify the break dates. Furthermore, this study used the Johansen cointegration test with and without structural breaks to identify the long-run relationship between metals prices and different financial and economic variables. The findings suggest that the time series under study have unit root problem at level with and without structural breaks. Without considering structural breaks, the Johansen trace test indicates that in Pakistan and China, gold, silver, and platinum hold a cointegrating relationship with macroeconomic and financial variables. For the US, gold indicates cointegration which supports the hedging ability of gold against inflation, stock, and industrial production in the long run. The results of the cointegration test after incorporating the structural breaks provide even stronger evidence of the long-run relationship of precious metals and consumer prices, exchange rate, and stock prices.

Fiscal Causal Hypotheses and Panel Cointegration Analysis for Sustainable Economic Growth in ASEAN

  • MARIMUTHU, Maran;KHAN, Hanana;BANGASH, Romana
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권2호
    • /
    • pp.99-109
    • /
    • 2021
  • This study aims to examine the causal links between the fiscal components, i.e., government expenditures (GE) and government revenues (GR), and their impact on the economic growth of the Association of Southeast Asian Nations (ASEAN) region. This analysis considered secondary panel data from 1990 to 2019 at an annual frequency. The data is obtained from the Asian Development Bank (ADB) and World Bank Database. A panel cointegration and panel DH causality (Dumitrescu and Hurlin) approach was employed on financial data at an annual frequency from 1990 to 2019. The findings from panel unit root and panel cointegration tests demonstrate that, at first, all the variables are stationary and cointegrated. The panel ARDL disclosed that GE has a long-run connection with GDP, is significantly and positively associated with economic growth in the long run, whereas GR is significant in the short run. The contribution of GE is high in sustaining economic growth as compared to GR. Also, cointegration regression disclosed that GE is more sensitive toward GDP, while GR is less elastic. Lastly, the findings reveal that bidirectional causality exists between GE and GR variables. These results have policy implications for sustainable economic growth in the ASEAN region.

한·중·일 환율 사이의 움직임 분석 - 분수공적분과 진동수영역의 인과성 - (Comovement and Forecast of won/dollar, yuan/dollar, yen/dollar: Application of Fractional Cointegration approach and Causal Analysis of Frequency Domain)

  • 정수관;원두환
    • 국제지역연구
    • /
    • 제21권2호
    • /
    • pp.3-20
    • /
    • 2017
  • 본 연구는 원/달러 환율, 엔/달러 환율, 위안/달러 환율 사이의 관계를 분석하였다. 전통적인 공적분 방법은 환율 변수 사이에 공적분 관계를 명확하게 판별하기 어려운 것으로 알려졌다. 이를 고려하여 분수공적분 방법과 진동수영역의 인과성 분석이 이용되었다. 분석 결과 환율변수 사이에 분수공적분 관계가 존재하는 것을 확인할 수 있었다. 환율 사이에 장기적으로 동조화가 이루어지지만, 충격으로 발생한 이탈은 상당 기간 지속하는 장기기억을 가지는 것을 의미한다. 시간영역의 인과성 분석과 진동수영역의 인과성 분석결과는 다소 차이가 있지만, 원/달러 환율을 예측하는 데 엔/달러 환율이 유용한 것으로 나타났다. 분수공적분 접근방법과 진동수영역의 인과성 분석을 적절하게 활용한다면 기존 방법으로부터 설명되지 못하는 유용한 정보를 획득할 수 있을 것이다.

주가 및 부동산가격이 화폐수요에 미치는 부의 효과: 국가 간 비교분석 (Effects of Movements in Stock Prices and Real Estate Prices on Money Demand: Cross Country Study)

  • 장병기
    • 국제지역연구
    • /
    • 제15권1호
    • /
    • pp.219-240
    • /
    • 2011
  • 본 연구는 주가 및 부동산가격 변화에 의한 화폐수요함수의 자산효과를 분석하였다. 부동산가격 자료의 획득이 가능한 10개국, 25개 통화단위를 대상으로 분석하였으며, Johansen 공적분 검정에 추가하여 Pesaran, Shin and Smith의 한계검정을 적용하였다. 또한, 효율적인 공적분벡터의 추정을 위하여 Stock and Watson의 DOLS를 적용하였다. 분석결과, 화폐수요함수에 주가와 부동산가격을 포함시킬 경우 장기균형관계의 성립 가능성이 월등히 증가하였다. 특히 ARDL-한계검정에 의하면 12개 통화단위는 자산 가격을 포함하는 경우에만 공적분관계가 존재하는 것으로 나타났다. 이러한 결과들은 자산가격의 변화가 장기화폐수요에 매우 유의한 영향을 준다는 의미이다. DOLS에 의한 공적분 벡터의 추정결과에서도 주가와 부동산가격이 매우 유의한 영향을 주는 것으로 나타났다. 주가는 12개 통화단위에서 통계적으로 유의한 영향을 미치는 반면 부동산가격은 19개 통화단위에서 통계적으로 유의하였다. 특히 부동산가격은 싱가포르 M1을 제외하고 나머지 모든 국가의 통화단위에서 통계적으로 유의하게 나타나 장기 화폐수요함수 추정에서 부동산시장의 중요성이 부각된다. 한편 주가와 부동산가격의 계수부호나 크기는 국가별로, 통화단위별로 상이하게 나타났다.

On the Cointegrating Relationship between Stock Prices and Earnings

  • Nam, Doo-Woo
    • 산학경영연구
    • /
    • 제20권2호
    • /
    • pp.1-13
    • /
    • 2007
  • The purpose of this study is to investigate a simple present value model Involving earnings (i.e., the earnings discount model) that presumes a relationship between stock prices and earnings. The model suggests a simple linear equilibrium relationship between stock prices and earnings. The tests for cointegration render strong support for the cointegration hypothesis between stock prices (Pt) and earnings (Xt) even at the one-percent significance level. The tests are based on residuals from a cointegrating regression of Pt on Pt+l + Xt. This suggests that there is a stable long-nu equilibrium relationship between stock prices and earnings. The results of the tests lead to the acceptance of the present value model of stock prices involving earnings.

  • PDF