Applied survival analysis : regression modeling of time-to-event data /

"Since publication of the first edition nearly a decade ago, analyses using time-to-event methods have increased considerably in all areas of scientific inquiry, mainly as a result of model-building methods available in modern statistical software packages. However, there has been minimal cover...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Hosmer, David W.
Autres auteurs: Lemeshow, Stanley, May, Susanne
Format: Électronique eBook
Langue:Inglés
Publié: Hoboken, N.J. : Wiley-Interscience, ©2008.
Édition:2nd ed.
Collection:Wiley series in probability and statistics.
Sujets:
Medicine > Research > Statistical methods.
Medical sciences > Statistical methods > Computer programs.
Regression analysis > Data processing.
Prognosis > Statistical methods.
Logistic distribution.
Survival analysis (Biometry)
Logistic regression analysis.
Prognosis.
Regression analysis.
Survival Analysis
Logistic Models
Mathematical Computing
Prognosis
Regression Analysis
Médecine > Recherche > Méthodes statistiques.
Sciences de la santé > Méthodes statistiques > Logiciels.
Analyse de régression > Informatique.
Pronostics (Pathologie) > Méthodes statistiques.
Distribution logistique.
Analyse de survie (Biométrie)
Régression logistique.
Pronostics (Pathologie)
Analyse de régression.
Ereignisdatenanalyse
Regressionsanalyse
Regressionsmodell
Statistische Analyse
Zusammengesetzte Verteilung
Regressionsanalys.
Medicinsk statistik.
Accès en ligne:Texto completo (Requiere registro previo con correo institucional)
Table des matières:
  • Front Matter
  • Introduction to Regression Modeling of Survival Data
  • Descriptive Methods for Survival Data
  • Regression Models for Survival Data
  • Interpretation of a Fitted Proportional Hazards Regression Model
  • Model Development
  • Assessment of Model Adequacy
  • Extensions of the Proportional Hazards Model
  • Parametric Regression Models
  • Other Models and Topics
  • Appendix 1: The Delta Method
  • Appendix 2: An Introduction to the Counting Process Approach to Survival Analysis
  • Appendix 3: Percentiles for Computation of the Hall and Wellner Confidence Band
  • References
  • Index
  • Wiley Series in Probability and Statistics.

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