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Viser: Regression Modeling Strategies - With Applications to Linear Models, Logistic Regression, and Survival Analysis
Regression Modeling Strategies
With Applications to Linear Models, Logistic Regression, and Survival Analysis
Frank E. Harrell
(2010)
Sprog: Engelsk
Detaljer om varen
- 1. Udgave
- Paperback
- Udgiver: Springer New York (December 2010)
- ISBN: 9781441929181
1: Predicting Cause of Death.- 12 Logistic Model Case Study
2: Survival of Titanic Passengers.- 13 Ordinal Logistic Regression.- 14 Case Study in Ordinal Regression, Data Reduction, and Penalization.- 15 Models Using Nonparametric Transformations of X and Y.- 16 Introduction to Survival Analysis.- 17 Parametric Survival Models.- 18 Case Study in Parametric Survival Modeling and Model Approximation.- 19 Cox Proportional Hazards Regression Model.- 20 Case Study in Cox Regression.