Skip to main content

Review of Economic Modeling

  • Chapter
China’s Economic Gene Mutations

Abstract

Economic system is a large and complex system. It consists of a great number of economic men that interlink and interact with each other, which renders the whole system particular functions and characteristics. To carry out research on economic issues, appropriate models are indispensable tools. Plenty of scholars in the world have done a wide variety of researches based on certain economic modeling techniques. In this chapter, we will provide a brief review of popular models in the area of national economy. To start with, the input–output table will be introduced, since it is the most classical means to express the national economy situations effectively and clearly, and it serves as the foundation of not only some existing economic models but also the Agent Response Equilibrium (ARE) model proposed in this book. Then, we focus on the Computable General Equilibrium (CGE) model and the Agent-Based Computational Economics (ACE) model, which are useful tools that appear frequently in both academic papers and practical applications. In fact, our model is proposed and developed based on the analysis of the strengths and weaknesses of these models. Therefore, we would like to present our knowledge of existing economic modeling methodologies before introducing our model in detail in the following chapters.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Leontief W (1936) Quantitative input–output relations in the economic system of the United States. Rev Econ Stat 18:105–125

    Article  Google Scholar 

  2. Leontief W (1941) The structure of American economy, 1919–1929. An empirical application of equilibrium analysis. Harvard University Press, Cambridge, MA

    Google Scholar 

  3. Ronald EM, Peter DB (1987) Input–output analysis, 2nd edn. Cambridge University Press, Cambridge, UK

    Google Scholar 

  4. Duan W, Hu ZG, Zhou YH, Xiao X (2012) Input output table updating based on agent-responses equilibrium model. In: IEEE 2012 computational intelligence for financial engineering & economics conference, New York, pp 1–4

    Google Scholar 

  5. Wang Q, Li S, Gao Y (2008) The social accounting matrix: principles, approaches and applications. Tsinghua University Press, Beijing (In Chinese)

    Google Scholar 

  6. United Nations Statistics Division (1993) System of national accounts 1993. http://unstats.un.org/unsd/nationalaccount/docs/1993sna.pdf

  7. Walras L (1969) Elements of pure economics. A.M. Kelley, New York

    Google Scholar 

  8. Tan X (2008) Study on the building and applications of electricity computable general equilibrium model. PhD thesis, North China Electric Power University, Beijing. (In Chinese)

    Google Scholar 

  9. Whalley J (1985) Trade liberalization among major world trading areas. MIT Press, Cambridge, MA

    Google Scholar 

  10. Lee H, Roland D (1991) Bilateral trade between the United States and Japan and the implications of agricultural protection. Working paper prepared for the second international CGE modeling conference, Waterloo, Canada

    Google Scholar 

  11. Wang Z, Wang H, Li S (1997) The influences of China’s joining the World Trade Organization on the international labor-intensive product market and American agricultural exports – dynamic recursive computable general equilibrium analysis. Econ Res 4:54–65 (In Chinese)

    Google Scholar 

  12. Fan M, Zheng Y (2000) The influences of trade liberalization on China’s economy based on the computable general equilibrium analysis. World Econ 4:16–26 (In Chinese)

    Google Scholar 

  13. Meagher G (1990) A general equilibrium analysis of fiscal incidence in Australia. Working paper prepared for the first international CGE modeling conference, Waterloo, Canada

    Google Scholar 

  14. Zhou J, Wang T (2004) CGE models and tax reform in China. J Syst Sci Inf 2:319–324

    Google Scholar 

  15. Garbaccio RF (1994) Price reform and structural change in the Chinese economy: policy simulation using a CGE model. China Econ Rev 6:1–34

    Article  Google Scholar 

  16. Xu D (1996) The Chasm in the transition: a CGE analysis of Chinese economic reform. J Policy Model 18:117–139

    Article  Google Scholar 

  17. Zhai F, Li S, Feng S (1999) Medium-term economic growth and structural change—recursive dynamic general equilibrium analysis. Syst Eng Theory Pract 2:88–95. (In Chinese)

    Google Scholar 

  18. Bai J (2001) Study on the living allowance source of laid-off workers from state-owned enterprises—computable general equilibrium analysis. J Peking Univ (Philos Soc Sci) 38:126–131. (In Chinese)

    Google Scholar 

  19. Hu Z, Shan B et al (2009) Simulation experiments of electric power supply and demand—Soft Science Laboratory based on the intelligent engineering. China Electric Power Press, Beijing (In Chinese)

    Google Scholar 

  20. Tesfatsion L (2001) Introduction to the special issue on agent-based computational economics. J Econ Dyn Control 25:281–293

    Article  MATH  Google Scholar 

  21. Basu, Pryor, Quint, Arnold (1996) ASPEN: a microsimulation model of the economy [EB/OL]. Sandia report 1996, http://www-aspen.cs.sandia.gov

  22. Herbert D, Simon G, Philipp H et al (2012) The Eurace@Unibi model: an agent-based macroeconomic model for economic policy analysis. Bielefeld working papers in economics and management No. 05-2012

    Google Scholar 

  23. Xu Z (2011) Developing a realistic baseline for the economics via object-oriented simulation framework. Thesis, Princeton University

    Google Scholar 

  24. DeLuise A (2010) Micro-validated baseline for the economics via object-oriented simulation framework. Thesis, Princeton University

    Google Scholar 

  25. Fagiolo G, Roventini A (2012) Macroeconomic policy in DSGE and agent-based models. Document de Travail Working Paper 2012–17.

    Google Scholar 

  26. Gatti D, Desiderio S, Gaffeo E, et al (2011) Macroeconomics from the bottom-up. Springer Press, New York

    Google Scholar 

  27. Ketter W, Collins J, Gini M et al (2009) Detecting and forecasting economic regimes in multi-agent automated exchanges. Decision Support Syst 47:307–318

    Article  Google Scholar 

  28. Zhang S, Deng C (2004) Study on the simulation experiments of economic policies. China Soft Sci 3:26–30 (In Chinese)

    Google Scholar 

  29. Gu G (2012) Multi agent-based simulation on technology diffusion of China. In: 10th international conference on cellular automata for research and industry, Greece, pp 370–374

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Hu, Z., Zhang, J., Zhang, N. (2015). Review of Economic Modeling. In: China’s Economic Gene Mutations. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-47298-9_4

Download citation

  • DOI: https://doi.org/10.1007/978-3-662-47298-9_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-47297-2

  • Online ISBN: 978-3-662-47298-9

  • eBook Packages: EnergyEnergy (R0)

Publish with us

Policies and ethics