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Microeconometrics: Current Methods and Some Recent Developments

In: Palgrave Handbook of Econometrics

Author

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  • A. Colin Cameron

Abstract

This chapter surveys microeconometrics methods with the emphasis being on recent developments in these methods. The survey presumes the basic theory for the standard estimation methods (LS, ML and IV). Estimation methods surveyed include GMM, empirical likelihood, simulation-based estimation, Bayesian methods, quantile regression and semiparametric estimation. Inference methods include robust inference and bootstrap methods. The chapter addresses the recent literature on estimation of marginal effects that can be given a causative interpretation, notably treatment effects. The common data complications of nonrandom sampling, missing data and mismeasured data are also discussed.

Suggested Citation

  • A. Colin Cameron, 2009. "Microeconometrics: Current Methods and Some Recent Developments," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 14, pages 729-774, Palgrave Macmillan.
  • Handle: RePEc:pal:palchp:978-0-230-24440-5_14
    DOI: 10.1057/9780230244405_14
    as

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