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Measurement error in nonlinear models : a modern perspective /

Dades bibliogràfiques
Altres autors: Carroll, Raymond J., Ruppert, David
Format: Printed Book
Idioma:English
Publicat: Boca Raton, FL : Chapman & Hall/CRC, c2006.
Edició:2nd ed.
Col·lecció:Monographs on statistics and applied probability ; 105.
Matèries:
Accés en línia:Publisher description
Taula de continguts:
  • 1. Introduction
  • 2. Important concepts
  • 3. Linear regression and attenuation
  • 4. Regression calibration
  • 5. Simulation extrapolation
  • 6. Instrumental variables
  • 7. Score function methods
  • 8. Likelihood and quasilikelihood
  • 9. Bayesian methods
  • 10. Hypothesis testing
  • 11. Longitudinal data and mixed models
  • 12. Nonparametric estimation
  • 13. Semiparametric regression
  • 14. Survival data
  • 15. Response variable error.