• Title/Summary/Keyword: 공적분모형

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Time-Varying Income Elasticity of CO2 emission Using Non-Linear Cointegration (비선형 공적분모형을 이용한 이산화탄소 배출량의 소득탄력성 추정)

  • Lee, Sungro;Kim, Hyo-Sun
    • Environmental and Resource Economics Review
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    • v.23 no.3
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    • pp.473-496
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    • 2014
  • This paper intends to test the non-linear relationship between $CO_2$ emissions and income by employing cointegration model of the time-varying income elasticity. We select France, UK, Italy, Japan, US, China, India, Mexico and Korea and use non-parametric time series analysis on each country in order to estimate its own effect of income on $CO_2$ emission. The main results indicate that the $CO_2$ emission-income elasticities vary over time and the income elasticities of the Annex I countries tend to be higher in absolute terms than those of developing countries. In addition, we find that emission-income elasticities decrease for Annex I countries over time, whereas those for developing countries increase.

The Long-Run Elasticity of Electricity Demand Using Dynamic OLS (동태적 OLS를 이용한 전력수요의 장기 탄력성 연구)

  • Na, In-Gang
    • Environmental and Resource Economics Review
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    • v.9 no.1
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    • pp.49-69
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    • 1999
  • 본 연구는 1983년부터 1996년까지의 월별 자료를 이용하여, 전력 수요의 장기 탄력성을 추정하였다. 공적분모형인 Stock-Watson(1993)의 동태적 OLS(Dynamic OLS) 모형을 이용하여, 전력수요의 장기가격탄력성과 소득탄력성을 추정하였다. 장기균형식을 이용한 결과를 살펴보면, 실질국내총생산의 장기탄력성은 0.23으로 나타났으며, 실질전력요금의 장기탄력성은 -0.12로 추정되었다. 이와 같은 결과는 가격과 소득이 전력수요에 직접적 영향을 미치는 것을 의미한다. 단기오차수정모형에서 오차수정항의 계수는 -0.23으로 추정되었으며, 이는 단기적으로 장기수요곡선을 이탈하였을 경우 단기적 불안정이 새로운 균형을 찾아가는 기간이 약 4.4 개월 걸리는 것을 의미한다.

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Improving Forecast Accuracy of City Gas Demand in Korea by Aggregating the Forecasts from the Demand Models of Seoul Metropolitan and the Other Local Areas (수도권과 지방권 수요예측모형을 통한 전국 도시가스수요전망의 예측력 향상)

  • Lee, Sungro
    • Environmental and Resource Economics Review
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    • v.26 no.4
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    • pp.519-547
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    • 2017
  • This paper explores whether it is better to forecast city gas demand in Korea using national level data directly or, alternatively, construct forecasts from regional demand models and then aggregate these regional forecasts. In the regional model, we consider gas demand for Seoul metropolitan and the other local areas. Our forecast evaluation exercise for 2013-2016 shows the regional forecast model generally outperforms the national forecasting model. This result comes from the fact that the dynamic properties of each region's gas demands can be better taken into account in the regional demand model. More specifically, the share of residential gas demand in the Seoul metropolitan area is above 50%, and subsequently this demand is heavily influenced by temperature fluctuations. Conversely, the dominant portion of regional gas demand is due to industrial gas consumption. Moreover, electricity is regarded as a substitute for city gas in the residential sector, and industrial gas competes with certain oil products. Our empirical results show that a regional demand forecast model can be an effective alternative to the demand model based on nation-wide gas consumption and that regional information about gas demand is also useful for analyzing sectoral gas consumption.

An Analysis of Influential Factors on Income Inequality Caused by Capital and Wage Incomes: Evidence from Korea with Cointegration Approach (한국의 임금소득과 자본소득이 소득불평등에 미치는 영향 분석: 공적분 추정에 의한 접근)

  • Rhee, Hyun-Jae
    • The Journal of the Korea Contents Association
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    • v.19 no.6
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    • pp.387-401
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    • 2019
  • The aim of this study is to investigate the effects of income inequality caused by capital and wage incomes under globalized economic system in Korea. Empirical evidences which are obtained by cointegration methodology reveal that the effects resulted from capital and wage incomes to income inequality are alternative between short-run and long-run. And, the wage income has stronger impact on income inequality than the capital income. This might be occured as a result of that inbound foreign capital seems not to contribute to economic activity in real sector. It also has to be mentioned that the income inequality is negatively influenced by international trade in the short run and in the long run as well. To this end, it would be concluded that well-organized distribution system for wage income should be established, accordingly. And, forward and backward linkages in exporting industry have to be re-evaluated in order to improve income inequality in Korea.

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.

A Study on Key Factors Affecting Gross Regional Domestic Product (GRDP) of Korean (지역내총생산에 영향을 미치는 주요 요인에 관한 연구)

  • Ahn, Young Gyun
    • Journal of the Korean Regional Science Association
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    • v.35 no.1
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    • pp.47-57
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    • 2019
  • Daegu Metropolitan City has been continuously carrying out core functions of Yeongnam region, and especially plays a role as export base of textile and chemical products in Korea. Also Daegu Metropolitan City has contributed greatly to the expansion of Korea's import and export trade and the growth of the national economy. The purpose of this study is to analyze the influence of major factors affecting GRDP in Daegu Metropolitan City through regression analysis. For this purpose, this study uses the Vector Error Correction Model(VECM) to estimate the long-run equilibrium function that affects the GRDP in Daegu Metropolitan City. This study is meaningful in that it uses the statistics related to Daegu provided by Province of Gyeongsangbuk-do and explains the dynamic characteristics of major factors affecting the GRDP in Daegu.

TAR and M-TAR Error Correction Models for Asymmetric Gasoline Price in Korea (TAR와 M-TAR 오차수정모형을 이용한 국내 휘발유가격의 비대칭성 분석)

  • Lee, Yang Seob
    • Environmental and Resource Economics Review
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    • v.17 no.4
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    • pp.813-843
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    • 2008
  • This paper investigates the presence of long-run and short-run price asymmetries in weekly gasoline prices from January 1997 to July 2008. In accordance with distribution channels, wholesale and retail stages are analyzed separately. An approach based on TAR and M-TAR cointegration tests, which entail matching asymmetric ECMs, is employed. For wholesale prices, asymmetries in the links with crude oil prices and exchange rates are found for both ECMs in the long-run and short-run. Exchange rates appear to play more significant role than crude oil prices in explaining the short-run price asymmetry. The rise in crude oil prices or exchange rates has statistically significant major impact on the increase of wholesale prices on the second week, not immediately as expected in the concept of 'rockets and feathers'. And asymmetrically, the fall does not have any statistically significant effect on the same period. The finding seems to be somewhat unusual. However, for retail prices, asymmetry m connection with wholesale prices is only revealed in the long-run. A symmetric price adjustment can be assumed in the short-run. Contrary to the long-run asymmetry found in the wholesale stage, in the retail stage, the speed of adjustment for negative deviations toward long-run equilibrium is faster than for positive ones, which is a phenomenon not favorable to consumers.

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Analysis of Factors Affecting on the Freight Rate of Container Carriers (컨테이너 운임에 미치는 영향요인 분석)

  • Ahn, Young-Gyun;Ko, Byoung-Wook
    • Korea Trade Review
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    • v.43 no.5
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    • pp.159-177
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    • 2018
  • The container shipping sector is an important international logistics operation that connects open economies. Freight rates rapidly change as the market fluctuates, and staff related to the shipping market are interested in factors that determine freight rates in the container market. This study uses the Vector Error Correction Model(VECM) to estimate the impact of factors affecting container freight rates. This study uses data published by Clarksons. The analysis results show a 4.2% increase in freight rates when world container traffic increases at 1.0%, a 4.0% decrease in freight rates when volume of container carriers increases by 1.0%, a 0.07% increase in freight rates when bunker price increases by 1.0%, and a 0.04% increase in freight rates accompanying 1.0% increase in libor interests rates. In addition, if the current freight rate is 1.0% higher than the long-term equilibrium rate, the freight rate will be reduced by 3.2% in the subsequent term. In addition, if the current freight rate is 1.0% lower than the long-term equilibrium rate, the freight rate will decrease by 0.12% in the following term. However, the adjusting power in a period of recession is not statistically significant which means that the pressure of freight rate increase in this case is neglectable. This research is expected to contribute to the utilization of scientific methods in forecasting container freight rates.