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Analysis of Thailand’s Foreign Direct Investment in CLMV Countries Using SUR Model with Missing Data

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Predictive Econometrics and Big Data (TES 2018)

Part of the book series: Studies in Computational Intelligence ((SCI,volume 753))

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Abstract

Thai enterprises and companies have turned their attentions to CLMV countries, since the establishment of ASEAN Economic Community (AEC) in 2015, due to market and production opportunities. This study is conducted with an attempt to provide useful information helping the Thai investors make investment decision. In particular, this study examines the determinants of outward Thailand’s direct investment to the CLMV countries, and later estimates marginal effects. During the analysis, data unavailability in the CLMV and missing values in many available variables become destructive. This study handles this problem by using the bootstrap-based expectation maximization with bootstrapping (EMB). Once a complete data set is obtained, this study then employs the Seemingly Unrelated Regression (SUR) model to analyse the effects of the considered variables on Thailand’s direct investment in the CLMV group. The estimated results show distinct determinants for the countries, which can be useful to investors.

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References

  1. Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Stat. Soc. Ser. B (Methodol.) 39, 1–38 (1977)

    MathSciNet  MATH  Google Scholar 

  2. Dunning, J.H.: Explaining changing patterns of international production: in defence of the eclectic theory. Oxford Bull. Econ. Stat. 41(4), 269–295 (1979)

    Article  Google Scholar 

  3. Dunning, J. H. Multinational Enterprises and the Global Economy, pp. 272–274. Addison-Wesley, Wokingham (1993)

    Google Scholar 

  4. Dunning, J.H.: The eclectic paradigm as an envelope for economic and business theories of MNE activity. Int. Bus. Rev. 9, 163–190 (2000)

    Article  Google Scholar 

  5. Dunning, J.H., Lundan, S.M.: Multinational Enterprises and the Global Economy, 2nd edn. Edward Elgar, Cheltenham (2008)

    Google Scholar 

  6. Honaker, J., King, G.: What to do about missing values in time-series cross-section data. Am. J. Polit. Sci. 54(2), 561–581 (2010)

    Article  Google Scholar 

  7. Honaker, J., King, G., Blackwell, M.: Amelia II: a program for missing data. J. Stat. Softw. 45(7), 1–47 (2011)

    Article  Google Scholar 

  8. Oizumi, K.: The potential of the Thailand-Plus-One business model-a new fragmentation in east asia. RIM Pac. Bus. Ind. 13, 2–20 (2013)

    Google Scholar 

  9. Pastpipatkul, P., Maneejuk, P., Wiboonpongse, A., Sriboonchitta, S.: Seemingly unrelated regression based copula: an application on Thai rice market. In: Causal Inference in Econometrics, pp. 437–450. Springer International Publishing (2016)

    Google Scholar 

  10. Rattanakhamfu, S., Tangkitvanich, S. Strategies and Challenges of Thai Companies to Invest CLMV. Thailand Development Research Institute (2015)

    Google Scholar 

  11. Wee, K.H.: Outward foreign direct investment by enterprise from Thailand. Transnational Corporations 16(1), 89–116 (2007)

    Google Scholar 

  12. Zellner, A.: An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. J. Am. Stat. Assoc. 57(298), 348–368 (1962)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The authors are grateful to Centre of Excellence in Econometrics, Chiang Mai University for the financial support, and also Mr. Woraphon Yamaka who kindly helps ensure that our code is correct. Without their supports, this study could not be completed.

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Correspondence to Paravee Maneejuk .

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Jaitang, C., Maneejuk, P., Wiboonpongse, A., Sriboonchitta, S. (2018). Analysis of Thailand’s Foreign Direct Investment in CLMV Countries Using SUR Model with Missing Data. In: Kreinovich, V., Sriboonchitta, S., Chakpitak, N. (eds) Predictive Econometrics and Big Data. TES 2018. Studies in Computational Intelligence, vol 753. Springer, Cham. https://doi.org/10.1007/978-3-319-70942-0_29

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  • DOI: https://doi.org/10.1007/978-3-319-70942-0_29

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-70941-3

  • Online ISBN: 978-3-319-70942-0

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