IDEAS home Printed from https://ideas.repec.org/a/tsj/stataj/v15y2015i3p756-774.html
   My bibliography  Save this article

Estimating treatment effects for ordered outcomes using maximum simulated likelihood

Author

Listed:
  • Christian A. Gregory

    (Economic Research Service, USDA)

Abstract

I present four new commands to estimate the effect of a binary endogenous treatment on an ordered outcome. Such models conventionally rely upon joint normality of the unobservables in treatment and outcome processes, as do treatoprobit and switchoprobit. In this article, I highlight the capabilities of treatoprobitsim and switchoprobitsim, which both use a latent-factor structure to model the joint distribution of the treatment and outcome and allow the researcher to relax the assumption of joint normality. Copyright 2015 by StataCorp LP.

Suggested Citation

  • Christian A. Gregory, 2015. "Estimating treatment effects for ordered outcomes using maximum simulated likelihood," Stata Journal, StataCorp LP, vol. 15(3), pages 756-774, September.
    • Handle: RePEc:tsj:stataj:v:15:y:2015:i:3:p:756-774
    Note: to access software from within Stata, net describe http://www.stata-journal.com/software/sj15-3/st0402/
    as

    Download full text from publisher

    File URL: http://www.stata-journal.com/article.html?article=st0402
    File Function: link to article purchase
    Download Restriction: no
    ---><---

    Citations

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


    Cited by:

    1. Jan Willem Nijenhuis, 2021. "Estimation of ordered probit model with endogenous switching between two latent regimes," 2021 Stata Conference 22, Stata Users Group.
    2. Huang, Bihong & Lian, Yujun & Li, Wensu, 2016. "How far is Chinese left-behind parents' health left behind?," China Economic Review, Elsevier, vol. 37(C), pages 15-26.
    3. Abiodun A. Ogundeji, 2022. "Adaptation to Climate Change and Impact on Smallholder Farmers’ Food Security in South Africa," Agriculture, MDPI, vol. 12(5), pages 1-16, April.
    4. G. Debucquet & P. Guillotreau & G. Lazuech & F. Salladarré & J. Troiville, 2020. "Sense of belonging and commitment to a community-supported fishery. The case of Yeu Island, France," Review of Agricultural, Food and Environmental Studies, Springer, vol. 101(4), pages 439-459, December.
    5. Zi-qing Yuan & Xian Zheng & Eddie C. M. Hui, 2021. "Happiness Under One Roof? The Intergenerational Co-residence and Subjective Well-Being of Elders in China," Journal of Happiness Studies, Springer, vol. 22(2), pages 727-765, February.
    6. Bilgel, Fırat & Karahasan, Burhan Can, 2018. "Self-rated health and endogenous selection into primary care," Social Science & Medicine, Elsevier, vol. 197(C), pages 168-182.
    7. Wubneshe Dessalegn Biru & Manfred Zeller & Tim K. Loos, 2020. "The Impact of Agricultural Technologies on Poverty and Vulnerability of Smallholders in Ethiopia: A Panel Data Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 517-544, January.
    8. Jie Dong & Kuan Zhang & Xiguo Yin & Houjian Li & Mansoor Ahmed Koondhar, 2021. "Does piped water improve adolescent health? Empirical evidence from rural China," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1601-1628, August.
    9. Samuel Sekyi & Benjamin Musah Abu & Paul Kwame Nkegbe, 2020. "Effects of farm credit access on agricultural commercialization in Ghana: Empirical evidence from the northern Savannah ecological zone," African Development Review, African Development Bank, vol. 32(2), pages 150-162, June.
    10. Firat Bilgel & Burhan Can Karahasan, 2017. "Self-Rated Health and Primary Care Utilization: Is Selection into Healthcare Endogenously Determined?," Working Papers 1079, Economic Research Forum, revised 04 Jun 2017.

    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:tsj:stataj:v:15:y:2015:i:3:p:756-774. 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 or Lisa Gilmore (email available below). General contact details of provider: http://www.stata-journal.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.