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Abstract

First, based on the Principal Component Analysis on a decade China’ GDP, the main components in traffic and transportation contributing to the GDP are found. Secondly, the GDP is predicted by a more precision regression equation. Thirdly, some results about the GDP prediction are proposed.

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References

  1. Year book of China transportation & communications, p. 977

    Google Scholar 

  2. J. Zhu, Applied Multivariate Statistical Analysis (Science Press, Beijing, 2006), pp. 93–106

    Google Scholar 

  3. R.A. Johson, D.W. Wichem, wirte, lu xuan translate, Actual statistical multianalysis (TsingHua university publishing house, Peking, 2001)

    Google Scholar 

  4. S. Meng, The noticed questions in multi-indices comprehensive evaluation by principal component analysis

    Google Scholar 

  5. Year book of China transportation & communications, p. 986

    Google Scholar 

  6. Year book of China transportation & communications, p. 989

    Google Scholar 

  7. Year book of China transportation & communications, p. 992

    Google Scholar 

  8. Year book of China transportation & communications, p. 995

    Google Scholar 

  9. H. Yan, W. Ping, SAS Statistics Analysis and Application (China machine press), pp. 231–243

    Google Scholar 

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Acknowledgements

I want to take this chance to thank to my colleagues Wu-Juan, Chun-Gan Wang, Ren-Jie, Hai-Ying Liu and Dong-Fang Huo, who gave me many academic and constructive advices, and help me to correct my paper. And also share time to discuses some interesting questions. All mentioned above are very useful for the writing of this paper.

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Correspondence to Hui-Jun Yang .

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Yang, HJ., Wang, YX., Xia, JJ., Zhang, Y. (2019). China GDP Prediction on Traffic and Transportation by PCA. In: Huang, G., Chien, CF., Dou, R. (eds) Proceeding of the 24th International Conference on Industrial Engineering and Engineering Management 2018. Springer, Singapore. https://doi.org/10.1007/978-981-13-3402-3_41

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