Regression Modeling Strategies
Frank E. Harrell
Broschiertes Buch

Regression Modeling Strategies

With Applications to Linear Models, Logistic Regression, and Survival Analysis

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Many texts are excellent sources of knowledge about individual statistical tools, but the art of data analysis is about choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasizes problem solving strategies that address the many issues arising when developing multivariable models using real data and not standard textbook examples. It includes imputation methods for dealing with missing data effectively, methods for dealing with nonlinear relationships and for making the estimation of transformations a formal part of the modeling process, methods for deali...