IDEAS home Printed from https://ideas.repec.org/p/boc/chic11/12.html
   My bibliography  Save this paper

Fractional response models with endogeneous explanatory variables and heterogeneity

Author

Listed:
  • Jeffrey M. Wooldridge

    (Michigan State University)

Abstract

In this talk, I will discuss ways of using Stata to fit fractional response models when explanatory variables are not exogenous. Two questions are of primary concern: First, how does one account for endogenous explanatory variables, both continuous and discrete, when the response variable is fractional and may take values at the corners? Second, how can we incorporate unobserved heterogeneity in panel-data fractional models when the panel might be unbalanced? I will draw on Papke and Wooldridge (2008, Journal of Econometrics 145: 121–133) and two unpublished papers of mine, "Quasi-maximum likelihood estimation and testing for nonlinear models with endogenous explanatory variables" and "Correlated random effects models with unbalanced panels". One practically important conclusion is that by expanding the scope of existing Stata commands to allow fractional responses—in particular, the ivprobit, biprobit, hetprob, and (user-written) gllamm commands—flexible fractional response models can easily be fit.

Suggested Citation

  • Jeffrey M. Wooldridge, 2011. "Fractional response models with endogeneous explanatory variables and heterogeneity," CHI11 Stata Conference 12, Stata Users Group.
    • Handle: RePEc:boc:chic11:12
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/chic2011/chi11_wooldridge.pdf
    Download Restriction: no
    ---><---

    Citations

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


    Cited by:

    1. Katengeza, Samson P. & Holden, Stein T. & Fisher, Monica, 2019. "Use of Integrated Soil Fertility Management Technologies in Malawi: Impact of Dry Spells Exposure," Ecological Economics, Elsevier, vol. 156(C), pages 134-152.
    2. Kölling, Arnd, 2016. "Family Firms and Labor Demand: Size Matters – But Only the Small Ones are Different," VfS Annual Conference 2016 (Augsburg): Demographic Change 145471, Verein für Socialpolitik / German Economic Association.
    3. Riccardo Scarpa & Cristiano Franceschinis & Mara Thiene, 2021. "Logit Mixed Logit Under Asymmetry and Multimodality of WTP: A Monte Carlo Evaluation," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 643-662, March.
    4. Lawrence, Edward R. & Raithatha, Mehul & Rodriguez, Ivan, 2021. "The effect of cultural and institutional factors on initiation, completion, and duration of cross-border acquisitions," Journal of Corporate Finance, Elsevier, vol. 68(C).
    5. repec:zbw:imbwps:90 is not listed on IDEAS
    6. Max Groneck, 2017. "Bequests and Informal Long-Term Care: Evidence from HRS Exit Interviews," Journal of Human Resources, University of Wisconsin Press, vol. 52(2), pages 531-572.
    7. Christopher C. Afendulis & Michael E. Chernew & Daniel P. Kessler, 2017. "The Effect of Medicare Advantage on Hospital Admissions and Mortality," American Journal of Health Economics, MIT Press, vol. 3(2), pages 254-279, Spring.
    8. Kelvin Mulungu & Gelson Tembo, 2015. "Effects of Weather Variability on Crop Abandonment," Sustainability, MDPI, vol. 7(3), pages 1-13, March.
    9. Dzanku, Fred M., 2015. "Household-specific food price differentials and high-value crop production in rural Ghana," Food Policy, Elsevier, vol. 57(C), pages 73-82.
    10. Florian Fizaine, 2019. "The Economics of Recycling Rate: new insights from a Waste Electrical and Electronic Equipment," Policy Papers 2019.01, FAERE - French Association of Environmental and Resource Economists.
    11. Fernando Arbués & María A. García-Valiñas & Inmaculada Villanúa, 2020. "Making decisions on industrial water sources: the case of Zaragoza, Spain," Post-Print hal-03191503, HAL.
    12. Leung, Woon Sau & Song, Wei & Chen, Jie, 2019. "Does bank stakeholder orientation enhance financial stability?," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 38-63.
    13. Koelling Arnd, 2017. "Labor Demand and Unequal Payments: Does Wage Dispersion Matter? Using German Employer-Employee Data to Analyze the Influence of Intra-Firm Wage Inequality on Labor Demand," Review of Economics, De Gruyter, vol. 68(1), pages 1-39, April.
    14. Katengeza, Samson P. & Holden , Stein T. & Fisher , Monica, 2017. "Adoption of Soil Fertility Management Technologies in Malawi: Impact of Drought Exposure," CLTS Working Papers 11/17, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 21 Oct 2019.
    15. Rao, Xudong & Cai, Qingyin & Zhang, Yuehua, 2023. "Moral Hazard in Agricultural Insurance – Evidence from A Non-Voluntary Sow Insurance Program in China," 2023 Annual Meeting, July 23-25, Washington D.C. 335431, Agricultural and Applied Economics Association.
    16. Makate, Clifton & Angelsen, Arild & Holden, Stein Terje & Westengen, Ola Tveitereid, 2022. "Crops in crises: Shocks shape smallholders' diversification in rural Ethiopia," World Development, Elsevier, vol. 159(C).
    17. Muellner, Jakob & Klopf, Patricia & Nell, Phillip C., 2017. "Trojan Horses or Local Allies: Host-country National Managers in Developing Market Subsidiaries," Journal of International Management, Elsevier, vol. 23(3), pages 306-325.
    18. Lin-Hua Lu & Poh-Kam Wong, 2019. "Performance feedback, financial slack and the innovation behavior of firms," Asia Pacific Journal of Management, Springer, vol. 36(4), pages 1079-1109, December.
    19. Ting Zhang & Dan Gerlowski & Zoltan Acs, 2022. "Working from home: small business performance and the COVID-19 pandemic," Small Business Economics, Springer, vol. 58(2), pages 611-636, February.
    20. Asimakopoulos, Grigorios & Revilla, Antonio & Rodríguez, Alicia, 2023. "International R&D sourcing, innovation and firm age: The advantage of ‘born-international sourcers’," Technovation, Elsevier, vol. 122(C).
    21. Fizaine, Florian, 2020. "The economics of recycling rate: New insights from waste electrical and electronic equipment," Resources Policy, Elsevier, vol. 67(C).
    22. Fred Mawunyo Dzanku, 2018. "Rational But Poor? An Explanation for Rural Economic Livelihood Strategy," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(2), pages 365-381, June.
    23. Ruben Nicolas & Vitezslav Titl & Fredo Schotanus, 2023. "European funds and green public procurement," Working Papers 2310, Utrecht School of Economics.
    24. Nirup Menon & Anant Mishra & Shun Ye, 2020. "Beyond Related Experience: Upstream vs. Downstream Experience in Innovation Contest Platforms with Interdependent Problem Domains," Manufacturing & Service Operations Management, INFORMS, vol. 22(5), pages 1045-1065, September.
    25. Pericoli, F.M. & Pierucci, E. & Ventura, L., 2013. "Cross-border equity portfolio choices and the diversification motive: A fractional regression approach," Economics Letters, Elsevier, vol. 121(2), pages 282-286.

    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:chic11:12. 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.