Multinomial and Mixed Logit Modeling in the Presence of Heterogeneity: A Two-Period Comparison of Healthcare Provider Choice in Rural China
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- Martine Audibert & Yong He & Jacky Mathonnat, 2013. "Multinomial and Mixed Logit Modeling in the Presence of Heterogeneity: A Two-Period Comparison of Healthcare Provider Choice in Rural China," Working Papers halshs-00846085, HAL.
References listed on IDEAS
- Bhat, Chandra R., 1998. "Accommodating variations in responsiveness to level-of-service measures in travel mode choice modeling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(7), pages 495-507, September.
- repec:rri:wpaper:200704 is not listed on IDEAS
- Gertler, Paul & Locay, Luis & Sanderson, Warren, 1987.
"Are user fees regressive? : The welfare implications of health care financing proposals in Peru,"
Journal of Econometrics, Elsevier, vol. 36(1-2), pages 67-88.
- Paul J. Gertler & Luis Locay & Warren C. Sanderson, 1987. "Are User Fees Regressive? The Welfare Implications of Health Care Financing Proposals in Peru," NBER Working Papers 2299, National Bureau of Economic Research, Inc.
- Patrick Royston, 2004. "Multiple imputation of missing values," Stata Journal, StataCorp LP, vol. 4(3), pages 227-241, September.
- Dahlberg, Matz & Eklöf, Matias, 2003. "Relaxing the IIA Assumption in Locational Choice Models: A Comparison Between Conditional Logit, Mixed Logit, and Multinomial Probit Models," Working Paper Series 2003:9, Uppsala University, Department of Economics.
- Sahn, David E. & Stifel, David C., 2000. "Poverty Comparisons Over Time and Across Countries in Africa," World Development, Elsevier, vol. 28(12), pages 2123-2155, December.
- Deon Filmer & Kinnon Scott, 2012.
"Assessing Asset Indices,"
Demography, Springer;Population Association of America (PAA), vol. 49(1), pages 359-392, February.
- Filmer, Deon & Scott, Kinnon, 2008. "Assessing asset indices," Policy Research Working Paper Series 4605, The World Bank.
- Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, October.
- Hole, Arne Risa, 2008.
"Modelling heterogeneity in patients' preferences for the attributes of a general practitioner appointment,"
Journal of Health Economics, Elsevier, vol. 27(4), pages 1078-1094, July.
- Arne Risa Hole, 2007. "Modelling Heterogeneity in Patients' Preferences for the Attributes of a General Practitioner Appointment," Working Papers 022cherp, Centre for Health Economics, University of York.
- Fredrik Carlsson, 2003.
"The demand for intercity public transport: the case of business passengers,"
Applied Economics, Taylor & Francis Journals, vol. 35(1), pages 41-50.
- Carlsson, Fredrik, 1999. "The Demand for Intercity Public Transport: The Case of Business Passengers," Working Papers in Economics 12, University of Gothenburg, Department of Economics.
- Baltas, George & Doyle, Peter, 2001. "Random utility models in marketing research: a survey," Journal of Business Research, Elsevier, vol. 51(2), pages 115-125, February.
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge Books,
Cambridge University Press, number 9780521747387, October.
- Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, October.
- Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2.
- Harris, Katherine M. & Keane, Michael P., 1998. "A model of health plan choice:: Inferring preferences and perceptions from a combination of revealed preference and attitudinal data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 131-157, November.
- Gertler, Paul & Glewwe, Paul, 1990. "The willingness to pay for education in developing countries : Evidence from rural Peru," Journal of Public Economics, Elsevier, vol. 42(3), pages 251-275, August.
- Canaviri, Jose, 2007. "A Random Parameter Logit model for modeling Health Care Provider Choice in Bolivia," MPRA Paper 3263, University Library of Munich, Germany.
- Christiadi & Brian Cushing, 2007. "Conditional Logit, IIA, and Alternatives for Estimating Models of Interstate Migration," Working Papers Working Paper 2007-04, Regional Research Institute, West Virginia University.
- Bijan J. Borah, 2006. "A mixed logit model of health care provider choice: analysis of NSS data for rural India," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 915-932, September.
- David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
- Kenneth E. Train, 1998. "Recreation Demand Models with Taste Differences over People," Land Economics, University of Wisconsin Press, vol. 74(2), pages 230-239.
- Therese Hindman Persson, 2002. "Welfare calculations in models of the demand for sanitation," Applied Economics, Taylor & Francis Journals, vol. 34(12), pages 1509-1518.
- Vincent van den Berg & Eric Kroes & Erik T. Verhoef, 2010. "Biases in Willingness-To-Pay Measures from Multinomial Logit Estimates due to Unobserved Heterogeneity," Tinbergen Institute Discussion Papers 10-014/3, Tinbergen Institute.
- Horowitz, Joel, 1980. "The accuracy of the multinomial logit model as an approximation to the multinomial probit model of travel demand," Transportation Research Part B: Methodological, Elsevier, vol. 14(4), pages 331-341, December.
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More about this item
Keywords
Healthcare choice; Preference heterogeneity; Multinomial and mixed logit model; Chinese rural households;All these keywords.
JEL classification:
- I1 - Health, Education, and Welfare - - Health
- C5 - Mathematical and Quantitative Methods - - Econometric Modeling
- D1 - Microeconomics - - Household Behavior
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CWA-2013-07-15 (Central and Western Asia)
- NEP-DCM-2013-07-15 (Discrete Choice Models)
- NEP-DEV-2013-07-15 (Development)
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