Copula bivariate probit models: with an application to medical expenditures
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- Rainer Winkelmann, 2012. "Copula Bivariate Probit Models: With An Application To Medical Expenditures," Health Economics, John Wiley & Sons, Ltd., vol. 21(12), pages 1444-1455, December.
References listed on IDEAS
- Michael T. French & Johanna C. Maclean, 2006. "Underage alcohol use, delinquency, and criminal activity," Health Economics, John Wiley & Sons, Ltd., vol. 15(12), pages 1261-1281, December.
- James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
- Jones, A., 2007. "Applied Econometrics for Health Economists: A Practical Guide," Monographs, Office of Health Economics, number 000262.
- Trivedi, Pravin K. & Zimmer, David M., 2007. "Copula Modeling: An Introduction for Practitioners," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(1), pages 1-111, April.
- Brigitte Dormont & Pierre‐Yves Geoffard & Karine Lamiraud, 2009.
"The influence of supplementary health insurance on switching behaviour: evidence from Swiss data,"
Health Economics, John Wiley & Sons, Ltd., vol. 18(11), pages 1339-1356, November.
- Brigitte Dormont & Pierre-Yves Geoffard & Karine Lamiraud, 2009. "The influence of supplementary health insurance on switching behaviour: evidence from Swiss data," PSE-Ecole d'économie de Paris (Postprint) halshs-00754326, HAL.
- Brigitte Dormont & Pierre-Yves Geoffard & Karine Lamiraud, 2009. "The influence of supplementary health insurance on switching behaviour: evidence from Swiss data," Post-Print halshs-00754326, HAL.
- White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
- Partha Deb & Murat K. Munkin & Pravin K. Trivedi, 2006.
"Bayesian analysis of the two‐part model with endogeneity: application to health care expenditure,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 1081-1099, November.
- Murat K. Munkin & Partha Deb & Pravin K. Trivedi, 2006. "Bayesian analysis of the two-part model with endogeneity: application to health care expenditure," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 1081-1099.
- Brigitte Dormont & Pierre-Yves Geoffard & Karine Lamiraud, 2007.
"The influence of supplementary health insurance on switching behaviour: evidence on Swiss data,"
Working Papers
halshs-00587785, HAL.
- Brigitte Dormont & Pierre-Yves Geoffard & Karine Lamiraud, 2007. "The influence of supplementary health insurance on switching behaviour: evidence on Swiss data," PSE Working Papers halshs-00587785, HAL.
- Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
- Prokhorov, Artem & Schmidt, Peter, 2009.
"Likelihood-based estimation in a panel setting: Robustness, redundancy and validity of copulas,"
Journal of Econometrics, Elsevier, vol. 153(1), pages 93-104, November.
- Artem Prokhorov & Peter Schmidt, 2009. "Likelihood Based Estimation in a Panel Setting: Robustness, Redundancy and Validity of Copulas," Working Papers 09002, Concordia University, Department of Economics.
- White, Halbert, 1983. "Corrigendum [Maximum Likelihood Estimation of Misspecified Models]," Econometrica, Econometric Society, vol. 51(2), pages 513-513, March.
- Zimmer, David M. & Trivedi, Pravin K., 2006. "Using Trivariate Copulas to Model Sample Selection and Treatment Effects: Application to Family Health Care Demand," Journal of Business & Economic Statistics, American Statistical Association, vol. 24, pages 63-76, January.
- Ehsan Latif, 2009. "The impact of diabetes on employment in Canada," Health Economics, John Wiley & Sons, Ltd., vol. 18(5), pages 577-589, May.
- Murray D. Smith, 2003. "Modelling sample selection using Archimedean copulas," Econometrics Journal, Royal Economic Society, vol. 6(1), pages 99-123, June.
- Munkin, Murat K. & Trivedi, Pravin K., 2008. "Bayesian analysis of the ordered probit model with endogenous selection," Journal of Econometrics, Elsevier, vol. 143(2), pages 334-348, April.
- Lara Gitto & Domenico Santoro & Giuseppe Sobbrio, 2006. "Choice of dialysis treatment and type of medical unit (private vs public): application of a recursive bivariate probit," Health Economics, John Wiley & Sons, Ltd., vol. 15(11), pages 1251-1256, November.
- repec:dau:papers:123456789/1623 is not listed on IDEAS
- Koenker, Roger & Yoon, Jungmo, 2009. "Parametric links for binary choice models: A Fisherian-Bayesian colloquy," Journal of Econometrics, Elsevier, vol. 152(2), pages 120-130, October.
- Ziggy MacDonald & Michael A. Shields, 2004. "Does problem drinking affect employment? Evidence from England," Health Economics, John Wiley & Sons, Ltd., vol. 13(2), pages 139-155, February.
- Murphy, Anthony, 2007.
"Score tests of normality in bivariate probit models,"
Economics Letters, Elsevier, vol. 95(3), pages 374-379, June.
- Anthony Murphy, 2005. "Score Tests of Normality in Bivariate Probit Models," Econometrics 0512004, University Library of Munich, Germany.
- Karen Smith Conway & Andrea Kutinova, 2006. "Maternal health: does prenatal care make a difference?," Health Economics, John Wiley & Sons, Ltd., vol. 15(5), pages 461-488, May.
- Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
- Murray D. Smith, 2005. "Using Copulas to Model Switching Regimes with an Application to Child Labour," The Economic Record, The Economic Society of Australia, vol. 81(s1), pages 47-57, August.
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More about this item
Keywords
Bivariate probit; binary endogenous regressor; Frank copula; Clayton copula;All these keywords.
JEL classification:
- C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- I12 - Health, Education, and Welfare - - Health - - - Health Behavior
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2011-10-15 (Econometrics)
- NEP-HEA-2011-10-15 (Health Economics)
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