Proportional Hazards Regression

The implications of different models, their practical interpretation, the predictive ability of any model, model construction, and model selection as well as the whole area of mis-specified models receive a great deal of attention. The book is aimed at both those interested in theory and those inter... Ausführliche Beschreibung

1. Person: O'Quigley, John
Weitere Körperschaften: SpringerLink (Online service)
Weitere Personen: SpringerLink (Online service)
Format: E-Buch
Sprache: English
Veröffentlicht: New York, NY Springer New York 2008, 2008
Beschreibung: XVIII, 542 p. 41 illus online resource
Ausgabe: 1st ed. 2008
Serien: Statistics for Biology and Health
Schlagworte: Statistics for Life Sciences, Medicine, Health Sciences
Econometrics
Statistics
Econometrics
Online Zugang: Volltext
Volltext
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Inhaltsangabe:
  • Probability
  • Background: General inference
  • Background: Survival analysis
  • Marginal survival
  • Regression models and subject heterogeneity
  • Inference: Estimating equations
  • Inference: Functions of Brownian motion
  • Inference: Likelihood
  • Inference: Stochastic integrals
  • Inference: Small samples
  • Inference: Changepoint models
  • Explained variation
  • Explained randomness
  • Survival given covariates
  • Proofs of theorems, lemmas and corollaries

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