Modified Profile Likelihood for Fixed-Effects Panel Data Models

REFERENCES

• Arellano, M., Hahn, J. (2007). Understanding bias in nonlinear panel models: some recent developments. In: Blundell, R., Newey, W., Persson, T., eds. Advances in Economics and Econometrics, Ninth World Congress, Vol. 3, Ch. 12. Cambridge: Cambridge University Press.
   Google Scholar
• Barndorff-Nielsen, O. E. (1980). Conditionality resolutions. Biometrika 67:293–310.
   Web of Science ®Google Scholar
• Barndorff-Nielsen, O. E. (1983). On a formula for the distribution of the maximum likelihood estimator. Biometrika 70:343–365.
   Web of Science ®Google Scholar
• Barndorff-Nielsen, O. E., Cox, D. R. (1994). Inference and Asymptotics. London: Chapman and Hall.
   Google Scholar
• Bartolucci, F., Nigro, V. (2010). A dynamic model for binary panel data with unobserved heterogeneity admitting a root-n consistent conditional estimator. Econometrica 78:719–733.
   Web of Science ®Google Scholar
• Bartolucci, F., Nigro, V. (2012). Pseudo conditional maximum likelihood estimation of the dynamic logit model for binary panel data. Journal of Econometrics 170:102–116.
   Web of Science ®Google Scholar
• Bellio, R., Sartori, N. (2006). Practical use of modified maximum likelihoods for stratified data. Biometrical Journal 48:876–886.
   PubMed Web of Science ®Google Scholar
• Bester, C. A., Hansen, C. (2009). A penalty function approach to bias reduction in nonlinear panel models with fixed effects. Journal of Business and Economic Statistics 27:131–148.
   Web of Science ®Google Scholar
• Brazzale, A. R., Davison, A. C., Reid, N. (2007). Applied Asymptotics. Cambridge: Cambridge University Press.
   Google Scholar
• Carro, J. M. (2007). Estimating dynamic panel data discrete choice models with fixed effects. Journal of Econometrics 140:503–528.
   Web of Science ®Google Scholar
• Cox, D. R., Reid, N. (1987). Parameter orthogonality and approximate conditional inference (with discussion). Journal of the Royal Statistical Society B 49:1–39.
   Google Scholar
• Cruddas, A. M., Reid, N., Cox, D. R. (1989). A time series illustration of approximate conditional likelihood. Biometrika 76:231–237.
   Web of Science ®Google Scholar
• DiCiccio, T. J., Martin, M. A., Stern, S. E., Young, G. A. (1996). Information bias and adjusted profile likelihoods. Journal of the Royal Statistical Society B 58:189–203.
   Google Scholar
• DiCiccio, T. J., Stern, S. E. (1993). An adjustment to profile likelihood based on observed information. Technical Report, Department of Statistics, Stanford University.
   Google Scholar
• Fernández-Val, I. (2009). Fixed effects estimation of structural parameters and marginal effects in panel probit models. Journal of Econometrics 150:71–85.
   Web of Science ®Google Scholar
• Fernández-Val, I., Vella, F. (2011). Bias correction for two-step fixed effects panel data estimators. Journal of Econometrics 163:144–162.
   Web of Science ®Google Scholar
• Greene, W. (2004). The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects. The Econometrics Journal 7:98–119.
   Google Scholar
• Hahn, J., Kuersteiner, G. (2011). Bias reduction for dynamic nonlinear panel models with fixed effects. Econometric Theory 27:1152–1191.
   Web of Science ®Google Scholar
• Hajivassiliou, V. (2000). Some practical issues in maximum simulated likelihood. In: Mariano, R. Schuermann, T. Weeks, M. J. eds. Simulation-based Inference in Econometrics Cambridge: Cambridge University Press, pp. 71–99.
   Google Scholar
• Honoré, B. E., Kyriazidou, E. (2000). Panel data discrete choice models with lagged dependent variables. Econometrica 68:839–874.
   Web of Science ®Google Scholar
• Lancaster, T. (2002). Orthogonal parameters and panel data. Review of Economic Studies 69:647–666.
   Web of Science ®Google Scholar
• Neyman, J., Scott, E. L. (1948). Consistent estimates based on partially consistent observations. Econometrica 16:1–32.
   Web of Science ®Google Scholar
• Pace, L., Salvan, A. (2006). A new motivation for adjustments of the profile likelihood. Journal of Statistical Planning and Inference 136:3554–3564.
   Web of Science ®Google Scholar
• Pierce, D. A., Bellio, R. (2006). Effects of the reference set on frequentist inferences. Biometrika 93:425–438.
   Web of Science ®Google Scholar
• Sartori, N. (2003). Modified profile likelihoods in models with stratum nuisance parameters. Biometrika 90:533–549.
   Web of Science ®Google Scholar
• Severini, T. (1998). An approximation to the modified profile likelihood function. Biometrika 85:403–411.
   Web of Science ®Google Scholar
• Severini, T. (1999). An empirical adjustment to the likelihood ratio statistic. Biometrika 86:235–247.
   Web of Science ®Google Scholar
• Severini, T. (2000). Likelihood Methods in Statistics. Oxford: Oxford University Press.
   Google Scholar
• Severini, T. (2002). Modified estimating functions. Biometrika 89:333–343.
   Web of Science ®Google Scholar
• Wang, M., Hanfelt, J. (2008). Robust modified profile estimating function with application to the generalized estimating equation. Journal of Statistical Planning and Inference 138:2029–2044.
   Web of Science ®Google Scholar