FIML estimation of an endogenous switching model for count data
AbstractWe develop FIML code for estimating a Poisson Count data model with lognormal unobserved heterogeneity and an endogenous dummy variable as proposed by Terza (1998). Gauss-Hermite quadrature is used for calculating the log-likelihood and a -ml d0- method is employed. We present an example and discuss the problems found during the development of the code.
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Bibliographic InfoPaper provided by Stata Users Group in its series United Kingdom Stata Users' Group Meetings 2003 with number 07.
Date of creation: 16 Mar 2003
Date of revision:
Other versions of this item:
- Alfonso Miranda, 2004. "FIML estimation of an endogenous switching model for count data," Stata Journal, StataCorp LP, vol. 4(1), pages 40-49, March.
- NEP-ALL-2003-06-04 (All new papers)
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- Weiren Wang & Felix Famoye, 1997. "Modeling household fertility decisions with generalized Poisson regression," Journal of Population Economics, Springer, vol. 10(3), pages 273-283.
- Arulampalam, Wiji & Booth, Alison L, 1996.
"Who Gets Over the Training Hurdle? A Study of the Training Experiences of Young Men and Women in Britain,"
CEPR Discussion Papers
1470, C.E.P.R. Discussion Papers.
- Wiji Arulampalam & Alison L. Booth, 1997. "Who gets over the training hurdle? A study of the training experiences of young men and women in Britain," Journal of Population Economics, Springer, vol. 10(2), pages 197-217.
- Windmeijer, F A G & Silva, J M C Santos, 1997.
"Endogeneity in Count Data Models: An Application to Demand for Health Care,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 12(3), pages 281-94, May-June.
- Frank Windmeijer & Joao Santos Silva, 1996. "Endogeneity in count data models; an application to demand for health care," IFS Working Papers W96/15, Institute for Fiscal Studies.
- Francisco Covas & J.M.C. Santos Silva, 2000. "A modified hurdle model for completed fertility," Journal of Population Economics, Springer, vol. 13(2), pages 173-188.
- Terza, Joseph V., 1998. "Estimating count data models with endogenous switching: Sample selection and endogenous treatment effects," Journal of Econometrics, Elsevier, vol. 84(1), pages 129-154, May.
- Gurmu, Shiferaw, 1997. "Semi-Parametric Estimation of Hurdle Regression Models with an Application to Medicaid Utilization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 225-43, May-June.
- Vondolia, Godwin Kofi & Eggert, Håkan & Stage, Jesper, .
"Nudging Boserup? The Impact of Fertilizer Subsidies on Investment in Soil and Water Conservation,"
dp-12-08-efd, Resources For the Future.
- Vondolia, Godwin K., 2011. "Nudging Boserup? The impact of fertilizer subsidies on investment in soil and water conservation," Working Papers in Economics 509, University of Gothenburg, Department of Economics.
- Francois Degeorge & Francois Derrien & Kent L. Womack, 2007. "Analyst Hype in IPOs: Explaining the Popularity of Bookbuilding," Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1021-1058.
- Massimiliano Bratti & Alfonso Miranda, 2010.
"Endogenous Treatment Effects for Count Data Models with Sample Selection or Endogenous Participation,"
DoQSS Working Papers
10-05, Department of Quantitative Social Science - Institute of Education, University of London, revised 10 Dec 2010.
- Bratti, M.; & Miranda, A;, 2010. "Endogenous Treatment Effects for Count Data Models with Sample Selection or Endogenous Participation," Health, Econometrics and Data Group (HEDG) Working Papers 10/19, HEDG, c/o Department of Economics, University of York.
- Bratti, Massimiliano & Miranda, Alfonso, 2010. "Endogenous Treatment Effects for Count Data Models with Sample Selection or Endogenous Participation," IZA Discussion Papers 5372, Institute for the Study of Labor (IZA).
- Andrés Ramírez Hassan & Johnatan Cardona Jimenez & Ramiro Cadavid Montoya, 2011. "The impact of subsidized health insurance on the poor in Colombia: Evaluating the case of Medellin," DOCUMENTOS DE TRABAJO CIEF 010602, UNIVERSIDAD EAFIT.
- Emilio Parrado & Chenoa Flippen & Chris McQuiston, 2005. "Migration and relationship power among mexican women," Demography, Springer, vol. 42(2), pages 347-372, May.
- Alfonso Miranda & Sophia Rabe-Hesketh, 2006. "Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables," Stata Journal, StataCorp LP, vol. 6(3), pages 285-308, September.
- Kevin E. Staub, 2009. "Simple tests for exogeneity of a binary explanatory variable in count data regression models," SOI - Working Papers 0904, Socioeconomic Institute - University of Zurich.
- A. Geraci & D. Fabbri & C. Monfardini, 2014.
"Testing exogeneity of multinomial regressors in count data models: does two stage residual inclusion work?,"
wp921, Dipartimento Scienze Economiche, Universita' di Bologna.
- Geraci, A.; & Fabbri, D.; & Monfardini, C.;, 2014. "Testing exogeneity of multinomial regressors in count data models: does two stage residual inclusion work?," Health, Econometrics and Data Group (HEDG) Working Papers 14/03, HEDG, c/o Department of Economics, University of York.
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