IDEAS home Printed from https://ideas.repec.org/a/tsj/stataj/v4y2004i4p436-441.html
   My bibliography  Save this article

Boolean logit and probit in Stata

Author

Listed:
  • Bear F. Braumoeller

    (Harvard University)

Abstract

This paper introduces new statistical models, Boolean logit and probit, that allow researchers to model binary outcomes as the results of Boolean interactions among independent causal processes. Each process (or 'causal path') is modeled as the unobserved outcome in a standard logit or probit equation, and the dependent variable is modeled as the observed product of their Boolean interaction. Up to five causal paths can be modeled, in any combination: A and B and C produce Y, A and (B or [C and D]) produce Y, etc. Copyright 2004 by StataCorp LP.

Suggested Citation

  • Bear F. Braumoeller, 2004. "Boolean logit and probit in Stata," Stata Journal, StataCorp LP, vol. 4(4), pages 436-441, December.
    • Handle: RePEc:tsj:stataj:v:4:y:2004:i:4:p:436-441
    Note: Windows users should not attempt to download these files with a web browser.
    as

    Download full text from publisher

    File URL: http://www.stata-journal.com/software/sj4-4/st0078/
    Download Restriction: no
    File URL: http://www.stata-journal.com/sjpdf.html?articlenum=st0078
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Braumoeller, Bear F., 2003. "Causal Complexity and the Study of Politics," Political Analysis, Cambridge University Press, vol. 11(3), pages 209-233, July.
    Full references (including those not matched with items on IDEAS)

    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. Barbara Vis, 2012. "The Comparative Advantages of fsQCA and Regression Analysis for Moderately Large-N Analyses," Sociological Methods & Research, , vol. 41(1), pages 168-198, February.
    2. Sophia Lee, 2013. "Fuzzy-set method in comparative social policy: a critical introduction and review of the applications of the fuzzy-set method," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(4), pages 1905-1922, June.
    3. Thomas Hale & David Held & Kevin Young, 2013. "Gridlock: From Self-reinforcing Interdependence to Second-order Cooperation Problems," Global Policy, London School of Economics and Political Science, vol. 4(3), pages 223-235, September.
    4. Jun Xiang, 2017. "Dyadic Effects, Relevance, and the Empirical Assessment of the Kantian Peace," International Interactions, Taylor & Francis Journals, vol. 43(2), pages 248-271, March.
    5. Rafael Quintana, 2023. "Embracing complexity in social science research," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(1), pages 15-38, February.
    6. Hage, Frank M., 2007. "Constructivism, fuzzy sets and (very) small-N: Revisiting the conditions for communicative action," Journal of Business Research, Elsevier, vol. 60(5), pages 512-521, May.
    7. Christopher H. Achen, 2005. "Let's Put Garbage-Can Regressions and Garbage-Can Probits Where They Belong," Conflict Management and Peace Science, Peace Science Society (International), vol. 22(4), pages 327-339, September.
    8. Mebane Jr., Walter R. & Sekhon, Jasjeet S., 2011. "Genetic Optimization Using Derivatives: The rgenoud Package for R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i11).
    9. Eelco van der Maat, 2021. "Simplified complexity: Analytical strategies for conflict event research," Conflict Management and Peace Science, Peace Science Society (International), vol. 38(1), pages 87-108, January.
    10. Jonathan Aus, 2009. "Conjunctural causation in comparative case-oriented research," Quality & Quantity: International Journal of Methodology, Springer, vol. 43(2), pages 173-183, March.
    11. Gary Goertz & James Mahoney, 2005. "Two-Level Theories and Fuzzy-Set Analysis," Sociological Methods & Research, , vol. 33(4), pages 497-538, May.
    12. Harvey Starr, 2005. "Cumulation from Proper Specification: Theory, Logic, Research Design, and “Nice†Laws," Conflict Management and Peace Science, Peace Science Society (International), vol. 22(4), pages 353-363, September.
    13. Siddharth Vedula & Markus Fitza, 2019. "Regional Recipes: A Configurational Analysis of the Regional Entrepreneurial Ecosystem for U.S. Venture Capital-Backed Startups," Strategy Science, INFORMS, vol. 4(1), pages 4-24, March.
    14. Samantha H Cheng & Madeleine C McKinnon & Yuta J Masuda & Ruth Garside & Kelly W Jones & Daniel C Miller & Andrew S Pullin & William J Sutherland & Caitlin Augustin & David A Gill & Supin Wongbusaraku, 2020. "Strengthen causal models for better conservation outcomes for human well-being," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-15, March.
    15. Joshua D. Kertzer, 2017. "Microfoundations in international relations," Conflict Management and Peace Science, Peace Science Society (International), vol. 34(1), pages 81-97, January.

    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:4:y:2004:i:4:p:436-441. 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: 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.