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Measurement error in nonlinear models : a modern perspective /

Dettagli Bibliografici
Altri autori: Carroll, Raymond J., Ruppert, David
Natura: Printed Book
Lingua:English
Pubblicazione: Boca Raton, FL : Chapman & Hall/CRC, c2006.
Edizione:2nd ed.
Serie:Monographs on statistics and applied probability ; 105.
Soggetti:
Accesso online:Publisher description
Sommario:
  • 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.