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Selected Readings On Econometrics Methodology, 2001-2010: Causality, Measure Of Variables, Dynamic Models And Economic Approaches To Growth And Development

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  • GUISAN, Maria-Carmen

Abstract

In this survey we analyze some main problems often found on international studies of econometric applications, particularly those related with the measurement of variables, dynamic specification of models, analysis of causality and co-integration, the role of demand and supply approaches in macro-econometric studies and the role of education and other main factors on economic development. Here we present a synthesis of several articles, written for the period 2001-2010, which throw light on those problems and provide solutions to some difficulties often found by researchers. The questions included are related with: 1) the right conclusions from the analysis of causality and cointegration, 2) measurement of variables, avoiding to mix rates, ratios and per capita variables in comparisons, when the hypotheses that would allow the mix of rates and ratios do not hold, 3) the importance of the right selection of the functional form in dynamic models, and 4) utility of international pools and cross-section samples in order to diminish multicollinearity and reach interesting conclusions about economic approaches to economic growth and socio-economic development.

Suggested Citation

  • GUISAN, Maria-Carmen, 2015. "Selected Readings On Econometrics Methodology, 2001-2010: Causality, Measure Of Variables, Dynamic Models And Economic Approaches To Growth And Development," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 15(2), pages 213-220.
  • Handle: RePEc:eaa:aeinde:v:15:y:2015:i:2_15
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    References listed on IDEAS

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    1. Guisan, M.C. & Exposito, P., 2006. "Production by sector in China, India and OECD Countries, 1985-2005," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 6(2).
    2. Guisan, M.C., 2009. "Government Effectiveness, Education, Economic Development And Well-Being: Analysis Of European Countries In Comparison With The United States And Canada, 2000-2007," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 9(1).
    3. Guisan, M.C. & Aguayo, E., 2007. "Health Expenditure, Poverty and Economic Development in Latin America 2000-2005," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 4(2), pages 5-24.
    4. Cancelo, M.Teresa & Guisan, M.Carmen & Frias, Isidro, 2001. "Supply and Demand on Manufacturing Output in OECD countries: econometric models and specification test," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 1(2), pages 7-42.
    5. Guisan, M.Carmen, 2001. "Causality and Cointegration between Consumption and GDP in 25 OECD countries: limitations of cointegration approach," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 1(1), pages 39-61.
    6. GUISAN, Carmen & Neira, Isabel, 2006. "Direct and Indirect Effects of Human Capital on World Development, 1960-2004," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 6(1), pages 17-34.
    7. Guisan, M.C. & Exposito, P., 2005. "Human Capital and Economic Development in Africa: An Econometric Analysis for 1950-2002," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 5(1), pages 129-142.
    8. Guisan, M.C., 2009. "Indicators of Social Well-Being, Education, Genre Equality and World Development: Analysis of 132 Countries, 2000-2008," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 9(2).
    9. KONYA, Laszlo & GUISAN, Maria-Carmen, 2008. "What Does The Human Development Index Tell Us About Convergence?," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 8(1), pages 19-40.
    10. Guisan, M.C. & Exposito, P., 2007. "Education, Development And Health Expenditure In Africa: Estimation Of Cross-Section Model Of 39 Countries In 2000-2005," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 7(2), pages 135-142.
    11. Guisan, M.C., 2004. "Human Capital, Trade and Development in India, China, Japan and other Asian Countries, 1960-2002: Econometric Models and Causality Tests," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 4(3), pages 123-139.
    12. Guisan M.C., 2007. "Industry, Foreign Trade and Development: Econometric Models of Africa, Asia and Latin America 1965-2003," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 4(1), pages 5-20.
    13. Guisan, M.C., 2004. "Education, Research and Manufacturing in EU25: An Inter-Sectoral Econometric Model of 151 European Regions, 1995-2000," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 4(2), pages 21-32.
    14. Guisan, M.C. & Aguayo, E., 2005. "Employment, Development and Research Expenditure in European Union: analysis of causality and comparison with the United States, 1993-2003," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 2(2), pages 21-30.
    15. Guisan, M.Carmen & Cancelo, M.Teresa, 2002. "Econometric Models of Foreign Trade in OECD Countries," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 2(2), pages 65-81.
    16. GUISAN, Maria-Carmen, 2009. "Education, Health And Economic Development: A Survey Of Quantitative Economic Studies, 2001-2009," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 9(1), pages 129-148.
    17. Guisan, M.C., 2006. "Dynamic Models in Econometrics: Classification, Selection and the Role of Stock Variables in Economic Development," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 3(2), pages 87-102.
    18. Guisan, M.C., 2006. "Industry, Foreign Trade and Development: Econometric Models of Europe and North America, 1965-2003," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 3(1), pages 5-30.
    19. Guisan, M.Carmen & Aguayo, Eva & Exposito, Pilar, 2001. "Economic growth and cycles: Cross-country models of education, industry and fertility and international comparisons," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 1(1), pages 9-37.
    20. Guisan, M.C. & Exposito, P., 2006. "Health Expenditure, Poverty and Economic Development in Africa, 2000-2005," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 3(2), pages 5-20.
    21. GUISAN, Maria-Carmen, 2008. "Manufacturing and Economic Development: Inter-sectoral relationships in Europe, America, Africa and Asia-Pacific, 1999-2006," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 8(2), pages 73-88.
    22. Guisan, M.C. & Aguayo, E, 2005. "Industry and Economic Development in Latin America," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 5(3), pages 133-142.
    23. Guisan, M.Carmen & Aguayo, Eva & Exposito, Pilar, 2001. "Education and World Development in 1900-1999: A General View and Challenges for the Near Future," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 1(1), pages 101-110.
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    Cited by:

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    2. SANDRI, Serena & ALSHYAB, Nooh & GHAZO, Abdullah, 2016. "Trade In Goods And Services And Its Effect On Economic Growth –The Case Of Jordan," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 16(2), pages 113-128.
    3. ASONGU, Simplice & ODHIAMBO, Nicholas, 2018. "Drivers Of Growth In Fast Emerging Economies: A Dynamic Instrumental Quantile Approach To Real Output And Its Rates Of Growth In Brics And Mint Countries, 2001-2011," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 18(1), pages 5-22.
    4. Atul DAR & Sal AMIRKHALKHALI, 2017. "Fiscal Policy, Total Factor Productivity and Economic Growth in Advanced Economies," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 17(2), pages 5-18.
    5. A.K. SUSILO & Dyah Wulan SARI & I Nengah PUTRA & N.A. PRATIWI, 2022. "Economic Growth And Military Expenditure In Developing Countries During Covid-19 Pandemic," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 22(1), pages 19-38.
    6. GUISAN, Maria-Carmen, 2020. "Industrial Developmen And Co2 Emissions In 6 European Countries, 1960-2016: France, Germany, Italy, Spain, Switzerland And Uk," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 20(1), pages 35-46.
    7. GUISAN, Maria-Carmen & EXPOSITO, Pilar, 2020. "Co2 Total Emissions In The World, 1970-2015: Relationship With Economic Development And Population Growth," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 20(1), pages 141-152.
    8. Jeffrey A. EDWARDS & Cephas B. NAANWAAB & Alfredo A. ROMERO, 2017. "Effect of FDI on real per capita GDP Growth: A Rolling Window Panel Analysis of 60 countries, 1982-2011," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 17(1), pages 19-36.
    9. Sal AMIRKHALKHALI & Atul DAR, 2020. "Saving-Investment-Current Accounts Dynamics, Financial Crisis And Economic Growth: Some Empirical Results," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 20(2), pages 47-56.
    10. Kunofiwa TSAURAI, 2018. "Determinants Of The Percentage Of Savings In Emerging Markets: A Panel Data Analysis Approach, 1995-2015," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 18(2), pages 25-40.
    11. A.Yasemin YALTA & Bahar BAYRAKTAR-SAGLAM, 2016. "Interaction Between Capital Flows And Current Account: A Dynamic Panel Causality Analysis Of 19 Emerging Market Economies For The Period 1980 To 2009," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 16(2), pages 25-32.
    12. Neena MALHOTRA & Deepika KUMARI, 2016. "Revisiting Export-Led Growth Hypothesis: An Empirical Study On South Asia," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 16(2), pages 157-168.
    13. Kunofiwa TSAURAI, 2018. "Investigating The Impact Of Foreign Direct Investment On Poverty Reduction Efforts In Africa," Revista Galega de Economía, University of Santiago de Compostela. Faculty of Economics and Business., vol. 27(2), pages 139-154.
    14. Sal AMIRKHALKHALI & Atul DAR, 2019. "Trade Openness, Factor Productivity, And Economic Growth: Recent Evidence From Oecd Countries (2000-2015)," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 19(1), pages 5-14.

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    More about this item

    Keywords

    Causality tests in empirical studies; econometric methodology; macro-econometric models; selection of functional form in dynamic models; supply and demand approaches to growth; inter-sectoral relationships; education and economic development.;
    All these keywords.

    JEL classification:

    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • F1 - International Economics - - Trade
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance
    • I2 - Health, Education, and Welfare - - Education
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O5 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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