IDEAS home Printed from https://ideas.repec.org/p/hst/hstdps/d05-106.html
   My bibliography  Save this paper

The efficient moment estimation of the probit model with an endogenous continuous regressor

Author

Listed:
  • Daiji Kawaguchi
  • Hisahiro Naito

Abstract

We propose an efficient moment estimator for the probit model with a continuous endogenous regressor. The estimation can be readily implemented using a standard statistical package that can estimate a non-linear system two-stage least squares (instrumental variable) estimator.

Suggested Citation

  • Daiji Kawaguchi & Hisahiro Naito, 2005. "The efficient moment estimation of the probit model with an endogenous continuous regressor," Hi-Stat Discussion Paper Series d05-106, Institute of Economic Research, Hitotsubashi University.
    • Handle: RePEc:hst:hstdps:d05-106
    as

    Download full text from publisher

    File URL: http://hi-stat.ier.hit-u.ac.jp/research/discussion/2005/pdf/D05-106.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lucchetti, Riccardo, 2002. "Inconsistency of naive GMM estimation for QR models with endogenous regressors," Economics Letters, Elsevier, vol. 75(2), pages 179-185, April.
    2. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    3. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    4. John Mullahy, 1997. "Instrumental-Variable Estimation Of Count Data Models: Applications To Models Of Cigarette Smoking Behavior," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 586-593, November.
    5. Grogger, Jeffrey, 1990. "A simple test for exogeneity in probit, logit, and poisson regression models," Economics Letters, Elsevier, vol. 33(4), pages 329-332, August.
    6. Dagenais, Marcel G., 1999. "Inconsistency of a proposed nonlinear instrumental variables estimator for probit and logit models with endogenous regressors," Economics Letters, Elsevier, vol. 63(1), pages 19-21, April.
    Full references (including those not matched with items on IDEAS)

    Citations

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


    Cited by:

    1. Joachim Wilde, 2008. "A note on GMM estimation of probit models with endogenous regressors," Statistical Papers, Springer, vol. 49(3), pages 471-484, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Daiji Kawaguchi & Yukitoshi Matsushita & Hisahiro Naito, 2017. "Moment Estimation of the Probit Model with an Endogenous Continuous Regressor," The Japanese Economic Review, Springer, vol. 68(1), pages 48-62, March.
    2. Hongxiu Li, 2017. "Innovation as Adaptation to Natural Disasters," Working Papers 1709, University of Waterloo, Department of Economics, revised Nov 2017.
    3. Joachim Wilde, 2008. "A note on GMM estimation of probit models with endogenous regressors," Statistical Papers, Springer, vol. 49(3), pages 471-484, July.
    4. Massimiliano Bratti, 2003. "Labour force participation and marital fertility of Italian women: The role of education," Journal of Population Economics, Springer;European Society for Population Economics, vol. 16(3), pages 525-554, August.
    5. Ashworth, John & Geys, Benny & Heyndels, Bruno, 2006. "Determinants of tax innovation: The case of environmental taxes in Flemish municipalities," European Journal of Political Economy, Elsevier, vol. 22(1), pages 223-247, March.
    6. Iversen, Vegard, 2002. "Autonomy in Child Labor Migrants," World Development, Elsevier, vol. 30(5), pages 817-834, May.
    7. Lippi Bruni, Matteo & Mammi, Irene & Ugolini, Cristina, 2016. "Does the extension of primary care practice opening hours reduce the use of emergency services?," Journal of Health Economics, Elsevier, vol. 50(C), pages 144-155.
    8. Jinhyun Lee, 2013. "A Consistent Nonparametric Bootstrap Test of Exogeneity," Discussion Paper Series, School of Economics and Finance 201316, School of Economics and Finance, University of St Andrews.
    9. Nikolov, Plamen & Adelman, Alan, 2019. "Do private household transfers to the elderly respond to public pension benefits? Evidence from rural China," The Journal of the Economics of Ageing, Elsevier, vol. 14(C).
    10. Caroline Krafft, 2020. "Why is fertility on the rise in Egypt? The role of women’s employment opportunities," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1173-1218, October.
    11. Maness, Michael & Cirillo, Cinzia, 2016. "An indirect latent informational conformity social influence choice model: Formulation and case study," Transportation Research Part B: Methodological, Elsevier, vol. 93(PA), pages 75-101.
    12. Richard Bluhm & Martin Gassebner & Sarah Langlotz & Paul Schaudt, 2021. "Fueling conflict? (De)escalation and bilateral aid," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(2), pages 244-261, March.
    13. Broner, Fernando A. & Gaston Gelos, R. & Reinhart, Carmen M., 2006. "When in peril, retrench: Testing the portfolio channel of contagion," Journal of International Economics, Elsevier, vol. 69(1), pages 203-230, June.
    14. Serena Trucchi, 2011. "How credit markets affect homeownership: an explanation based on differences between Italian regions," CeRP Working Papers 122, Center for Research on Pensions and Welfare Policies, Turin (Italy).
    15. Francesca Modena & Fabio Sabatini, 2012. "I would if I could: precarious employment and childbearing intentions in Italy," Review of Economics of the Household, Springer, vol. 10(1), pages 77-97, March.
    16. Jeffrey M. Wooldridge, 2001. "Applications of Generalized Method of Moments Estimation," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 87-100, Fall.
    17. Lenis Saweda O. Liverpool-Tasie, 2017. "Is fertiliser use inconsistent with expected profit maximization in sub-Saharan Africa? “Evidence from Nigeria”," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(1), pages 22-44, February.
    18. Yingying Dong & Arthur Lewbel, 2015. "A Simple Estimator for Binary Choice Models with Endogenous Regressors," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 82-105, February.
    19. Manuel Denzer, 2019. "Estimating Causal Effects in Binary Response Models with Binary Endogenous Explanatory Variables - A Comparison of Possible Estimators," Working Papers 1916, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    20. Fang, Hai & Rizzo, John A., 2009. "Competition and physician-enabled demand: The role of managed care," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 463-474, October.

    More about this item

    Keywords

    Probit; Continuous endogenous regressor; Moment estimation;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hst:hstdps:d05-106. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with 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: Tatsuji Makino (email available below). General contact details of provider: https://edirc.repec.org/data/iehitjp.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.