Consistent Estimation of the Fixed Effects Ordered Logit Model
The paper re-examines existing estimators for the panel data fixed effects ordered logit model, proposes a new one, and studies the sampling properties of these estimators in a series of Monte Carlo simulations. There are two main findings. First, we show that some of the estimators used in the literature are inconsistent, and provide reasons for the inconsistency. Second, the new estimator is never outperformed by the others, seems to be substantially more immune to small sample bias than other consistent estimators, and is easy to implement. The empirical relevance is illustrated in an application to the effect of unemployment on life satisfaction.
|Date of creation:||Jan 2011|
|Publication status:||published in: Journal of the Royal Statistical Society A, 2015, 178, 685–703.|
|Contact details of provider:|| Postal: IZA, P.O. Box 7240, D-53072 Bonn, Germany|
Phone: +49 228 3894 223
Fax: +49 228 3894 180
Web page: http://www.iza.org
|Order Information:|| Postal: IZA, Margard Ody, P.O. Box 7240, D-53072 Bonn, Germany|
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.:
- Das, J.W.M. & van Soest, A.H.O., 1996.
"A panel data model for subjective information on household income growth,"
Other publications TiSEM
a6683363-b5a6-4fe7-b062-7, Tilburg University, School of Economics and Management.
- Das, Marcel & van Soest, Arthur, 1999. "A panel data model for subjective information on household income growth," Journal of Economic Behavior & Organization, Elsevier, vol. 40(4), pages 409-426, December.
- Das, J.W.M. & van Soest, A.H.O., 1996. "A Panel Data Model for Subjective Information on Household Income Growth," Discussion Paper 1996-75, Tilburg University, Center for Economic Research.
- Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005.
"The causal effect of income on health: Evidence from German reunification,"
Journal of Health Economics,
Elsevier, vol. 24(5), pages 997-1017, September.
- Paul Frijters, 2005. "The causal effect of income on health: Evidence from German reunification," Paul Frijters Discussion Papers 2005-2, School of Economics and Finance, Queensland University of Technology.
- Ada Ferrer-i-Carbonell & Paul Frijters, 2004.
"How Important is Methodology for the estimates of the determinants of Happiness?,"
Royal Economic Society, vol. 114(497), pages 641-659, 07.
- Ada Ferrer-i-Carbonell & Paul Frijters, 2002. "How important is Methodology for the Estimates of the Determinants of Happiness?," Tinbergen Institute Discussion Papers 02-024/3, Tinbergen Institute.
- Paul Frijters & John P. Haisken-DeNew & Michael A. Shields, 2004. "Investigating the Patterns and Determinants of Life Satisfaction in Germany Following Reunification," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
- Clark, Andrew E & Oswald, Andrew J, 1994. "Unhappiness and Unemployment," Economic Journal, Royal Economic Society, vol. 104(424), pages 648-659, May.
- Booth, Alison L. & van Ours, Jan C., 2007.
"Job Satisfaction and Family Happiness: The Part-time Work Puzzle,"
IZA Discussion Papers
3020, Institute for the Study of Labor (IZA).
- AlisonL. Booth & JanC. vanOurs, 2008. "Job Satisfaction and Family Happiness: The Part-Time Work Puzzle," Economic Journal, Royal Economic Society, vol. 118(526), pages 77-99, 02.
- Booth, Alison L & van Ours, Jan C, 2007. "Job Satisfaction and Family Happiness: The Part-time Work Puzzle," CEPR Discussion Papers 6471, C.E.P.R. Discussion Papers.
- Alison L. Booth & Jan C. van Ours, 2007. "Job Satisfaction and Family Happiness: The Part-time Work Puzzle," Department of Economics - Working Papers Series 1000, The University of Melbourne.
- Booth, Alison L. & van Ours, Jan C., 2007. "Job satisfaction and family happiness: the part-time work puzzle," ISER Working Paper Series 2007-20, Institute for Social and Economic Research.
- Paul Frijters & John P. Haisken-DeNew & Michael A. Shields, 2004. "Money Does Matter! Evidence from Increasing Real Income and Life Satisfaction in East Germany Following Reunification," American Economic Review, American Economic Association, vol. 94(3), pages 730-740, June.
- Anna Cristina D'Addio & Tor Eriksson & Paul Frijters, 2007.
"An analysis of the determinants of job satisfaction when individuals' baseline satisfaction levels may differ,"
Taylor & Francis Journals, vol. 39(19), pages 2413-2423.
- Anna Cristina D’Addio & Tor Eriksson & Paul Frijters, 2003. "An Analysis of the Determinants of Job Satisfaction when Individuals’ Baseline Satisfaction Levels May Differ," CAM Working Papers 2003-16, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp5443. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Mark Fallak)
If references are entirely missing, you can add them using this form.