IDEAS home Printed from https://ideas.repec.org/h/pal/palchp/978-0-230-24440-5_14.html
   My bibliography  Save this book chapter

Microeconometrics: Current Methods and Some Recent Developments

In: Palgrave Handbook of Econometrics

Author

Listed:
  • 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

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Duo Qin, 2019. "Let’s take the bias out of econometrics," Journal of Economic Methodology, Taylor & Francis Journals, vol. 26(2), pages 81-98, April.
    2. Duo Qin & Yanqun Zhang, 2013. "A History of Polyvalent Structural Parameters: the Case of Instrument Variable Estimators," Working Papers 183, Department of Economics, SOAS University of London, UK.
    3. Qin, Duo, 2015. "Resurgence of the endogeneity-backed instrumental variable methods," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-35.
    4. Waqas Umar Latif & Sana Ullah & Wasim Ahmed & Muhammad Umar Sultan & Rana Muhammad Sohail Jafar & Muhammad Tariq & Wang Linping, 2020. "Microcredit and Economic Welfare: Experience of Poor Rural Households from Pakistan," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(6), pages 976-997, August.
    5. Burns, Darren K. & Jones, Andrew P. & Goryakin, Yevgeniy & Suhrcke, Marc, 2017. "Is foreign direct investment good for health in low and middle income countries? An instrumental variable approach," Social Science & Medicine, Elsevier, vol. 181(C), pages 74-82.
    6. Qin, Duo, 2014. "Resurgence of instrument variable estimation and fallacy of endogeneity," Economics Discussion Papers 2014-42, Kiel Institute for the World Economy (IfW Kiel).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:palchp:978-0-230-24440-5_14. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.