TY  - DATA
AU  - Harrell, Frank E.
TI  - Regression modeling strategies: with applications to linear models, logistic and ordinal regression, and survival analysis 
SN  - 9783319194257 (E-book)
AV  - QA 278.2 H37R 2015
PY  - 2015///
CY  - Cham, Switzerland
PB  - Springer
KW  - REGRESSION ANALYSIS
KW  - STATISTICS
KW  - STATISTICAL THEORY AND METHODS
N1  - Includes bibliographical references and index; Introduction -- General Aspects of Fitting Regression Models -- Missing Data -- Multivariable Modeling Strategies -- Describing, Resampling, Validating and Simplifying the Model -- R Software -- Modeling Longitudinal Responses using Generalized Least Squares -- Case Study in Data Reduction -- Overview of Maximum Likelihood Estimation -- Binary Logistic Regression -- Binary Logistic Regression Case Study 1 -- Logistic Model Case Study 2: Survival of Titanic Passengers -- Ordinal Logistic Regression -- Case Study in Ordinal Regression, Data Reduction and Penalization.- Regression Models for Continuous Y and Case Study in Ordinal Regression -- Transform-Both-Sides Regression -- 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
UR  - https://drive.google.com/file/d/1eHB1V68hRIOfLqvJN-gOcvH-DmX0vAtg/view?usp=sharing
ER  -