Regression Modeling Strategies - Softcover

Harrell, Frank E

 
9781475734638: Regression Modeling Strategies
Softcover
ISBN 10: 1475734638 ISBN 13: 9781475734638
Verlag: Springer, 2014

Inhaltsangabe

Introduction * General Aspects of Fitting Regression Models * Missing Data * Multivariable Modeling Strategies * Resampling, Validating, Describing, and Simplifying the Model * S-PLUS Software * Case Study in Least Squares Fitting and Interpretation of a Linear Model * Case Study in Imputation and Data Reduction * Overview of Maximum Likelihood Estimation * Binary Logistic Regression * Logistic Model Case Study 1: Predicting Cause of Death * Logistic Model Case Study 2: Survival of Titanic Passengers * Ordinal Logistic Regression * Case Study in Ordinal Regrssion, Data Reduction, and Penalization * Models Using Nonparametic Transformations of X and Y * Introduction to Survival Analysis * Parametric Survival Models * Case Study in Parametric Survival Modeling and Model Approximation * Cox Proportional Hazards Regression Model * Case Study in Cox Regression

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Verlag
Springer
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
1475734638
ISBN 13 
9781475734638
Einband
Taschenbuch
Anzahl der Seiten
600
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