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Impact of interventions on discrete outcomes: Maximum likelihood estimation of the binary choice models with binary endogenous regressors

Author

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  • Michael Lokshin

    () (The World Bank)

  • Roger B. Newson

    () (The World Bank)

Abstract

In this article, we describe the switch_probit command, which implements the maximum likelihood method to fit the model of the binary choice with binary endogenous regressors. Copyright 2011 by StataCorp LP.

Suggested Citation

  • Michael Lokshin & Roger B. Newson, 2011. "Impact of interventions on discrete outcomes: Maximum likelihood estimation of the binary choice models with binary endogenous regressors," Stata Journal, StataCorp LP, vol. 11(3), pages 368-385, September.
  • Handle: RePEc:tsj:stataj:v:11:y:2011:i:3:p:368-385
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    References listed on IDEAS

    as
    1. Michael Lokshin & Elena Glinskaya, 2009. "The Effect of Male Migration on Employment Patterns of Women in Nepal," World Bank Economic Review, World Bank Group, vol. 23(3), pages 481-507, November.
    2. Lokshin, Michael & Sajaia, Zurab, 2004. "Maximum likelihood estimation of endogenous switching regression models," Stata Journal, StataCorp LP, vol. 0(Number 3), pages 1-8.
    3. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
    4. Arild Aakvik & James J. Heckman & Edward J. Vytlacil, 2000. "Treatment Effects for Discrete Outcomes when Responses to Treatment Vary Among Observationally Identical Persons: An Application to Norwegian ..," NBER Technical Working Papers 0262, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Emiliano Magrini & Mauro Vigani, 2016. "Technology adoption and the multiple dimensions of food security: the case of maize in Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(4), pages 707-726, August.
    2. Ayuya, Oscar I. & Gido, Eric O. & Bett, Hillary K. & Lagat, Job K. & Kahi, Alexander K. & Bauer, Siegfried, 2015. "Effect of Certified Organic Production Systems on Poverty among Smallholder Farmers: Empirical Evidence from Kenya," World Development, Elsevier, vol. 67(C), pages 27-37.
    3. Julius Manda & Cornelis Gardebroek & Makaiko Khonje & Arega Alene & Munyaradzi Mutenje & Menale Kassie, 2016. "Determinants of child nutritional status in the eastern province of Zambia: the role of improved maize varieties," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(1), pages 239-253, February.
    4. Kassie, Menale & Teklewolde, Hailemariam & Erenstein, Olaf & Jaleta, Moti & Marenya, Paswel & Mekurai, Mulugetta, 2015. "Technology diversification: Assessing impacts on crop income and agrochemical uses in Malawi," 2015 Conference, August 9-14, 2015, Milan, Italy 211838, International Association of Agricultural Economists.
    5. Sylvie Démurger & Shi Li, 2013. "Migration, Remittances, and Rural Employment Patterns: Evidence from China," Research in Labor Economics,in: Labor Market Issues in China, volume 37, pages 31-63 Emerald Publishing Ltd.
    6. José Manuel Cordero Ferrera & Rosa Simancas Rodríguez (ed.), 2016. "Investigaciones de Economía de la Educación," E-books Investigaciones de Economía de la Educación, Asociación de Economía de la Educación, edition 1, volume 11, number 11, July-Dece.
    7. repec:hal:wpaper:halshs-00744438 is not listed on IDEAS
    8. Giuseppe Bertola, 2017. "France's Almost Public Private Schools," LABOUR, CEIS, vol. 31(3), pages 225-244, September.
    9. Christelle Garrouste, 2016. "Girls and science in France," Investigaciones de Economía de la Educación volume 11,in: José Manuel Cordero Ferrera & Rosa Simancas Rodríguez (ed.), Investigaciones de Economía de la Educación 11, edition 1, volume 11, chapter 41, pages 733-752 Asociación de Economía de la Educación.
    10. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    11. David Roodman, 2009. "Estimating Fully Observed Recursive Mixed-Process Models with cmp," Working Papers 168, Center for Global Development.
    12. Julius Manda & Cornelis Gardebroek & Makaiko G. Khonje & Arega D. Alene & Munyaradzi Mutenje & Menale Kassie, 2016. "Determinants of child nutritional status in the eastern province of Zambia: the role of improved maize varieties," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(1), pages 239-253, February.
    13. José Manuel Montero, 2017. "Pricing decisions under financial frictions: evidence from the wdn survey," Working Papers 1724, Banco de España;Working Papers Homepage.
    14. Ahmed, Mansur & Goodwin, Barry, "undated". "Agricultural Mechanization and Non-Farm Labor Supply of Farm Households: Evidence from Bangladesh," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236131, Agricultural and Applied Economics Association.
    15. Leurcharusmee, Supanika & Sirisrisakulchai, Jirakom & Suriya, Komsan & Keesookpun, Chutipong & Srinuan, Pratompong, 2017. "Fixed-to-Mobile Substitution: Effects of Mobile Broadband Subscription on Fixed Broadband Termination," 14th ITS Asia-Pacific Regional Conference, Kyoto 2017: Mapping ICT into Transformation for the Next Information Society 168513, International Telecommunications Society (ITS).
    16. repec:eee:ecolec:v:143:y:2018:i:c:p:218-226 is not listed on IDEAS
    17. repec:eee:jfpoli:v:75:y:2018:i:c:p:52-67 is not listed on IDEAS
    18. repec:eee:wdevel:v:105:y:2018:i:c:p:428-442 is not listed on IDEAS

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