... CONTENTS -- 1 Introduction to the Logistic Regression Model -- 1.1 Introduction, 1 -- 1.2 Fitting the ... ... Regression -- 2.1 Introduction, 31 -- 2.2 The Multiple Logistic Regression Model, 31 -- 2.3 Fitting ... ... Regression, 273 -- 8.1.4 Assessment of Fit and Diagnostics for the Multinomial Logistic Regression Model ... ... Regression Models, 305 -- 8.3 Logistic Regression Models for the Analysis of Correlated Data, 308 -- ... ... 8.4 Exact Methods for Logistic Regression Models, 330 -- 8.5 Sample Size Issues When Fitting Logistic ...

... Linear Regression and the Logistic Regression Model 1 -- 1.1 Regression Assumptions 4 -- 1.2 Nonlinear ... ... Summary Statistics for Evaluating the Logistic -- Regression Model 17 -- 2.1 R2, F, and Sums of Squared ... ... 36 -- 2.5 Conclusion: Summary Measures for Evaluating the -- Logistic Regression Model 41 -- 3. ... ... Interpreting the Logistic Regression Coefficients 41 -- 3.1 Statistical Significance in Logistic Regression ... ... Polytomous Logistic Regression and Alternatives to -- Logistic Regression 91 -- 5.1 Polytomous Nominal ...

... Contents -- Preface xi -- 1 Introduction to Regression Modeling of Survival Data 1 -- 1.1 Introduction ... ... Regression Models for Survival Data 67 -- 3.1 Introduction, 67 -- 3.2 Semi-Parametric Regression Models ... ... Parametric Regression Models 244 -- 8.1 Introduction, 244 -- 8.2 The Exponential Regression Model, 246 ... ... -- 8.3 The Weibull Regression Model, 260 -- 8.4 The Log-Logistic Regression Model, 273 -- 8.5 Other ... ... Parametric Regression Models, 283 Exercises, 283 -- 9. ...

... Contents -- Preface ix -- 1 Introduction to Regression Modeling of Survival Data 1 -- 1.1 Introduction ... ... Functions, 57 -- 2.5 Other Functions of Survival Time and Their Estimators, 73 Exercises, 84 -- 3 Regression ... ... Models for Survival Data 87 -- 3.1 Introduction, 87 -- 3.2 Semiparametric Regression Models, 90 -- 3.3 ... ... Fitting the Proportional Hazards Regression Model, 93 -- 3.4 Fitting the Proportional Hazards Model ... ... The Weibull Regression Model, 289 -- 8.4 The Log-Logistic Regression Model, 299 -- 8.5 Other Parametric ...