IDEAS home Printed from https://ideas.repec.org/p/boc/usug07/12.html
   My bibliography  Save this paper

Instrumental variables: Overview and advances

Author

Listed:
  • Kit Baum

    (Boston College
    DIW Berlin)

Abstract

The talk will present the instrumental variables (IV) regression estimator, a key tool for the estimation of relationships incorporating endogeneity/two-way causality or measurement error, focusing on the Baum/Schaffer/Stillman ivreg2 package and Stata 10’s new ivregress command. The IV or two-stage least squares estimator is a special case of a Generalized Method of Moments (GMM) estimator. GMM techniques are appropriate when non-i.i.d. disturbances are encountered. We will discuss tests of overidentification, weak instruments, endogeneity/exogeneity and recently developed tools for testing functional form specification (ivreset) and autocorrelation in the IV context (ivactest).

Suggested Citation

  • Kit Baum, 2007. "Instrumental variables: Overview and advances," United Kingdom Stata Users' Group Meetings 2007 12, Stata Users Group.
  • Handle: RePEc:boc:usug07:12
    as

    Download full text from publisher

    File URL: http://repec.org/usug2007/baumUKSUG2007.pdf
    Download Restriction: no

    File URL: http://repec.org/usug2007/baumUKSUG2007smcltalk.zip
    File Function: SMCL script for examples
    Download Restriction: no
    ---><---

    Citations

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


    Cited by:

    1. Nese Erbil, 2011. "Cyclicality of Fiscal Behavior in Developing Oil-Producing Countries: An Empirical Review," Working Papers 638, Economic Research Forum, revised 10 Jan 2011.
    2. Halima Jibril & Stephen Roper & Mark Hart, 2021. "COVID-19, business support and SME productivity in the UK," Working Papers 005, The Productivity Institute.
    3. Hansen, Rebecca & Hess, Sebastian, 2021. "Vermarkten Winzergenossenschaften weniger erfolgreich als andere Unternehmensformen? Hedonische Preisanalysen im Modellvergleich," 61st Annual Conference, Berlin, Germany, September 22-24, 2021 317050, German Association of Agricultural Economists (GEWISOLA).
    4. Ms. Nese Erbil, 2011. "Is Fiscal Policy Procyclical in Developing Oil-Producing Countries?," IMF Working Papers 2011/171, International Monetary Fund.
    5. Duch-Brown, Néstor & Gomez-Herrera, Estrella & Mueller-Langer, Frank & Tolan, Songül, 2022. "Market power and artificial intelligence work on online labour markets," Research Policy, Elsevier, vol. 51(3).
    6. Hansen, Rebecca & Hess, Sebastian, 2021. "Are German Wine Cooperatives Less Successful at Marketing Their Wines Than Other Types of Organisation? A Comparison of Models Using Hedonic Price Analysis," 2021 Conference, August 17-31, 2021, Virtual 315155, International Association of Agricultural Economists.
    7. Shomon Shamsuddin, 2016. "Berkeley or Bust? Estimating the Causal Effect of College Selectivity on Bachelor’s Degree Completion," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(7), pages 795-822, November.

    More about this item

    Statistics

    Access and download statistics

    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:boc:usug07:12. 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: Christopher F Baum (email available below). General contact details of provider: https://edirc.repec.org/data/stataea.html .

    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.