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Fixed and Random Effects in Nonlinear Models

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Author Info
Greene, W.

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Abstract

This paper surveys recently developed approaches to analyzing panel data with nonlinear models. We summarize a number of results on estimation of fixed and random effects models in nonlinear modeling frameworks such as discrete choice, count data, duration, censored data, sample selection, stochastic frontier and, generally, models that are nonlinear both in parameters and variables.

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Publisher Info
Paper provided by New York University, Leonard N. Stern School of Business- in its series New York University, Leonard N. Stern School Finance Department Working Paper Seires with number 01-01.

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Length: 47 pages
Date of creation: 2001
Date of revision:
Handle: RePEc:fth:nystfi:01-01

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Postal: U.S.A.; New York University, Leonard N. Stern School of Business, Department of Economics . 44 West 4th Street. New York, New York 10012-1126
Web page: http://w4.stern.nyu.edu/finance/
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Related research
Keywords: PANEL DATA ; ECONOMIC MODELS;

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Find related papers by JEL classification:
C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - General
C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

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Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Saïd Hanchane & Isabelle Recotillet, 2004. "On gender-specific socio-demographic determinants of the transition from school to work : a longitudinal analysis based on French data," Post-Print halshs-00010141_v1, HAL. [Downloadable!]
  2. Efthymios G. Tsionas, 2006. "Inference in dynamic stochastic frontier models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(5), pages 669-676. [Downloadable!]
  3. David Hensher, 2006. "Revealing Differences in Willingness to Pay due to the Dimensionality of Stated Choice Designs: An Initial Assessment," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 34(1), pages 7-44, 05. [Downloadable!] (restricted)
  4. Matias J Iaryczower, 2005. "Essays in Political Influence," Levine's Working Paper Archive 618897000000000945, David K. Levine. [Downloadable!]
  5. Debaere, Peter & Mostashari, Shalah, 2005. "Do Tariffs Matter for the Extensive Margin of International Trade? An Empirical Analysis," CEPR Discussion Papers 5260, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
  6. William Greene, 2002. "Convenient estimators for the panel probit model: Further results," Working Papers 02-06, New York University, Leonard N. Stern School of Business, Department of Economics. [Downloadable!]
    Other versions:
  7. David Blanc & François-Charles Wolff, 2006. "Leaving Home in Europe: The Role of Parents’ and Children’s Incomes," Review of Economics of the Household, Springer, vol. 4(1), pages 53-73, 03. [Downloadable!] (restricted)
  8. Costanigro, Marco & McCluskey, Jill & Mittelhammer, Ron, 2006. "Identifying submarket in the wine industry: a multivariate approach to hedonic regression," 2006 Annual meeting, July 23-26, Long Beach, CA 21370, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  9. Subal Kumbhakar & Efthymios Tsionas, . "Does Deregulation Change Economic Behavior of Firms?," Working Papers 0303, University of Crete, Department of Economics. [Downloadable!]
  10. Udo Schneider & Volker Ulrich, 2008. "The physician-patient relationship revisited: the patient’s view," International Journal of Health Care Finance and Economics, Springer, vol. 8(4), pages 279-300, December. [Downloadable!] (restricted)
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  11. Richard Frank & Karine Lamiraud, 2008. "Choice, Price Competition and Complexity in Markets for Health Insurance," NBER Working Papers 13817, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  12. Marcella Nicolini, 2007. "Institutions and Offshoring Decision," CESifo Working Paper Series CESifo Working Paper No. , CESifo Group Munich. [Downloadable!]
  13. Aßmann, Christian, 2008. "Assessing the Effect of Current Account and Currency Crises on Economic Growth," Economics Working Papers 2008,01, Christian-Albrechts-University of Kiel, Department of Economics. [Downloadable!]
  14. Paul Contoyannis & Andrew M. Jones & Roberto Leon-Gonzalez, 2004. "Using simulation-based inference with panel data in health economics," Health Economics, John Wiley & Sons, Ltd., vol. 13(2), pages 101-122. [Downloadable!]
    Other versions:
  15. Mikko Mäkinen, 2007. "Do Stock Opiton Schemes Affect Technical Inefficiency? Evidence from Finland," Discussion Papers 1085, The Research Institute of the Finnish Economy. [Downloadable!]
  16. Teresa Bago d'Uva & Andrew M. Jones & Eddy van Doorslaer, 2007. "Measurement of Horizontal Inequity in Health Care Utilisation using European Panel Data," Tinbergen Institute Discussion Papers 07-059/3, Tinbergen Institute. [Downloadable!]
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  17. William Greene, 2004. "Distinguishing between heterogeneity and inefficiency: stochastic frontier analysis of the World Health Organization's panel data on national health care systems," Health Economics, John Wiley & Sons, Ltd., vol. 13(10), pages 959-980. [Downloadable!]
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  18. William Greene, 2002. "Fixed and Random Effects in Stochastic Frontier Models," Working Papers 02-16, New York University, Leonard N. Stern School of Business, Department of Economics. [Downloadable!]
  19. Subal Kumbhakar & Luis Orea & Ana Rodríguez-Álvarez & Efthymios Tsionas, 2007. "Do we estimate an input or an output distance function? An application of the mixture approach to European railways," Journal of Productivity Analysis, Springer, vol. 27(2), pages 87-100, April. [Downloadable!] (restricted)
  20. Stavins, Robert & Plantinga, Andrew & Lubowski, Ruben, 2003. "Determinants of Land-Use Change In the United States 1982-1997," Discussion Papers dp-03-47, Resources For the Future. [Downloadable!]
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