Skip to main content

Formulation and Estimation of Econometric Models for Panel Data

  • Chapter
The Econometrics of Panel Data

Part of the book series: Advanced Studies in Theoretical and Applied Econometrics ((ASTA,volume 28))

Abstract

In his famous and influential monograph, The probability Approach in Econometrics, Haavelmo [1944] laid the foundation of stochastic econometric models and an approach which has dominated our discipline to this day.

The foundation fact about society as a going concern is that it is made up of individuals who are bornand die and give place to others; and the fundamental fact about modern civilization is that it is dependent upon the utilization of three great accumulating funds of inheritance from the ast, material goods and appliances, knowledge and skill, and morale. Besides the torch of life itself, the material wealth of the world, a technological system of vast and increasing intricacy and the habituations which fit men for social life must in some manner be carried forward to new individuals born devoid of all these things as older individuals pass out.

Frank H. Knight (1921)

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Anderson, T.W. and C. Hsiao [1982]: Formulation and Estimation of Dynamic Models Using Panel Data, Journal of Econometrics, 18, 578–606.

    Article  Google Scholar 

  • Balestra, P., and M. Nerlove [1966]: Pooling Cross-Section and Time-Series Data in the Estimation of a Dynamic Economic Model: The Demand for Natural Gas, Econometrica, 34, 585–612.

    Article  Google Scholar 

  • Baltagi, B.H., and B. Raj [1992]: A Survey of Recent Theoretical Developments in the Econometrics of Panel Data, Empirical Economics, 17, 85–109.

    Article  Google Scholar 

  • Bhargava, A., and D. Sargan [1983]: Estimating Dynamic Random-Effects Models from Panel Data Covering Short Time Periods, Econometrica, 51, 1635–1659

    Article  Google Scholar 

  • Chamberlain, G.,[1984]: “Panel Data;” Pp. 1247–1318 in Z. Grilichesand M. Intriligator, eds. Handbook of Econometrics, Vol. 2. New York: Elsevier.

    Google Scholar 

  • Deaton, A., [1985]: Panel Data from a Time Series of Cross-Sections, Journal of Econometrics, 30, 109–126.

    Article  Google Scholar 

  • Griliches, Z.,[1986]: “Economic Data Issues.” Pp. 1465–1514 in Z. Griliches and M. Intriligator, eds. Handbook of Econometrics, Vol. 3. New York: Elsevier.

    Google Scholar 

  • Griliches, Z., and J.A. Hausman [1986]: Errors in Variables in Panel Data, Journal of Econometrics, 31, 93–118.

    Article  Google Scholar 

  • Haavelmo, T., [1944]: The Probability Approach in Econometrics; Supplement to Econometrica, 12.

    Google Scholar 

  • Heckman, J.J., [1990]: Varieties of Selection Bias, American Economic Review, Papers and Proceedings, 80, 313–318.

    Google Scholar 

  • Kirman, A., [1992]:Whom or What Does the Representative Individual Represent? Journal of Economic Perspectives, 6, 117–136.

    Google Scholar 

  • Knight, F.H., [1921]: Risk, Uncertainty and Profit. Boston: Houghton Mifflin Co.

    Google Scholar 

  • Marschak, J., [1950]: Statistical Inference in Economics: An Introduction. Pp. 1–50 in Statistical Inference in Dynamic Economic Models, ed. T.C. Koopmans. New York: John Wiley.

    Google Scholar 

  • Marschak, J., [1953]: Economic Measurements for Policy and Prediction. Pp. 1–26 in Studies in Econometric Method, ed. W.C. Hood and T.P. Koopmans. New York: John Wiley.

    Google Scholar 

  • Mátyás, L., and S. Rahman [1992]: An Alternative Approach for the Estimation of Distributed Lag Models in Panel Data, Working Paper No. 4/9, Department of Econometrics, Monash University.

    Google Scholar 

  • McFadden, D.L., [1989]: A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration, Econometrica, 57, 995–1026.

    Article  Google Scholar 

  • Mundlak, Y., [1961]: Empirical Production Functions Free of Management Bias, Journal of Farm Economics, 43, 44–56.

    Article  Google Scholar 

  • Nerlove, M., [1971]: Further Evidence on the Estimation of Dynamic Economic Relations from a Time Series of Cross-Sections, Econometria, 39, 359–382.

    Article  Google Scholar 

  • Nerlove, M., [1983]: Expectations, Plans and Realizations in Theory and Practice, Econometrica, 51, 1251–1280.

    Article  Google Scholar 

  • Nerlove, M., and T. Schuermann [1992]: Testing a Simple Hypothesis which Nests Rational and Adaptive Expectations. Paper presented at the Conference on Econometric Inference using Simulation Techniques, Rotterdam, 5-6 June.

    Google Scholar 

  • Nickell, S., [1981]: Biases in Dynamic Models with Fixed Effects, Econometrica, 49, 1417–1426.

    Article  Google Scholar 

  • Sevestre, P., and A. Trognon [1985]: A Note on Autoregressive Error-Components Models, Journal of Econometrics, 29, 231–245.

    Article  Google Scholar 

  • Trognon, A., [1978]: Miscellaneous Asymptotic Properties of OLS and ML Estimators in Dynamic Error Components Models, Annales de VINSEE, 30-31, 631–658.

    Google Scholar 

Download references

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1992 Kluwer Academic Publishers

About this chapter

Cite this chapter

Nerlove, M., Balestra, P. (1992). Formulation and Estimation of Econometric Models for Panel Data. In: Mátyás, L., Sevestre, P. (eds) The Econometrics of Panel Data. Advanced Studies in Theoretical and Applied Econometrics, vol 28. Springer, Dordrecht. https://doi.org/10.1007/978-94-009-0375-3_1

Download citation

  • DOI: https://doi.org/10.1007/978-94-009-0375-3_1

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-010-6655-6

  • Online ISBN: 978-94-009-0375-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics