• Title/Summary/Keyword: 패널 FMOLS

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Effects of Exchange Rate, GDP, ODI on Export to the East Asia: Application the Panel FMOLS Approach (환율, GDP, 해외직접투자가 한국의 대동아시아 수출에 미치는 영향: 패널 FMOLS기법의 적용)

  • Kim, Chang-Beom
    • International Commerce and Information Review
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    • v.14 no.3
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    • pp.307-322
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    • 2012
  • The purpose of this paper is to examine determinants of export to the East Asia region, using panel unit root, panel cointegration framework, panel VECM (vector error correction model), panel FMOLS (fully modified OLS). Different panel unit root tests confirm that the data series are integrated processes with unit roots. When applying cointegration tests to long-run effect for aggregate panel data, a primary concern is to construct the estimators in a way that does not constrain the transitional dynamics to be similar among different countries of the panel. The regression equations are estimated by various panel cointegration estimators. The panel data causality results reveal that exchange rates has unidirectional effects on export and GDP, and there exists bidirectional causality between export and GDP. Also, the results from the panel FMOLS tests overwhelmingly reject the null hypothesis of zero coefficient. The panel cointegrating vectors show that the export has positive relationship with the GDP and ODI (overseas direct investment).

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An Empirical Research on Relation between FDI and Technology Diffusion: Using Nonstationary Panel Data (외국인 직접투자의 기술확산 효과에 대한 실증분석 : 비안정적 패널자료를 이용하여)

  • Kim Hong-Kee;Kim Jong-Woon
    • Journal of Korea Technology Innovation Society
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    • v.8 no.3
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    • pp.1225-1249
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    • 2005
  • This study aims at investigating whether foreign direct investment plays a role as a channel of international technology diffusion. We used the annual panel data from 1980 to 2002. The nonstationary panel techniques, in particular group mean panel FMOLS(fully modified OLS) was exploited as an empirical methodology in order to tackle the heterogeneity between members and low frequency. The empirical results show that inflow direct investments lead to an increase in total factor productivity and economic growth. Also outflow direct investments contribute to an higher total factor productivity and economic growth. These results confirms that both inflow and outflow direct investments are important channels for international technology diffusion or spillover.

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The Efficiency of the Large Logistics Providers Using the SBM Model and the Panel Cointegrating Vectors (여분기반분석모형과 패널공적분벡터를 이용한 대형물류기업의 효율성)

  • Mo, Soo-Won;Park, Hong-Gyun
    • Journal of Korea Port Economic Association
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    • v.27 no.3
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    • pp.135-146
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    • 2011
  • A voluminous research on efficiency employs the DEA(Data Envelope Analysis) models. There are, however, only very few that have an interest in the factors influencing such efficiencies. We, furthermore, do not see any studies which analyze the long-term efficiency of the logistics providers using the panel cointegration techniques. The purpose of this paper, hence, is to evaluate the efficiency, analyse its determinants and show a long-term relationship between turnover and the other variables employing the SBM(Slack Based Measure) model, Tobit model, the panel procedure and the FMOLS(Fully Modified OLS). The panel data are composed of 9 individuals and 6 years. The panel cointegrating vectors show that the group coefficient of asset and employees is not only significant but has expected signs, while some of the individual coefficients are insignificant or/and exhibit wrong signs. The panel cointegrating vectors from fully modified OLS also indicate that the estimated coefficients of the panel analysis tend to be overvalued and the asset influences the turnover far greater than the employee does.

The Impact of Exchange Rate Volatility on Korea's Exports of Machinery Intermediate Goods to East Asian Countries: Around the Global Financial Crisis (환율변동성이 동아시아 국가에 대한 한국의 기계류 중간재 수출에 미치는 영향: 글로벌 금융위기 전후를 중심으로)

  • Jung, Moon-Hyun
    • Korea Trade Review
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    • v.43 no.3
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    • pp.169-198
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    • 2018
  • The purpose of this paper is to investigate the impact of exchange rate volatility on the export of Korean machinery intermediate goods to East Asian countries using the export demand model. In order to secure the validity of the estimation of the exchange rate volatility for the export of machinery intermediate goods, various methods of volatility measurement are used including the GARCH model, the moving average standard deviation and the 12-month fixed average standard deviation. The long-term relationship between variables was analyzed by applying the panel cointegration tests and DOLS & FMOLS panel estimations. Analysis results found that prior to the global financial crisis in 2008, the total exports of machinery and exchange rate volatility positively affect the exports of intermediate goods such as general machinery, electronic machinery and transportation equipment, but did not affect the exports of precision machinery intermediate goods. After the global financial crisis, however, exchange rate volatility negatively affected total exports and the exports of all machinery intermediate goods. When analyzing the period before and after the global financial crisis, it had a positive impact on exports of precision machinery intermediate goods and a negative effect on total exports and the exports of other machinery intermediate goods.

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