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| Preface | |
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| Introduction | |
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| Failure Time Data | |
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| Failure Time Distributions | |
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| Time Origins, Censoring, and Truncation | |
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| Estimation of the Survivor Function | |
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| Comparison of Survival Curves | |
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| Generalizations to Accommodate Delayed Entry | |
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| Counting Process Notation | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Failure Time Models | |
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| Introduction | |
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| Some Continuous Parametric Failure Time Models | |
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| Regression Models | |
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| Discrete Failure Time Models | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Inference in Parametric Models and Related Topics | |
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| Introduction | |
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| Censoring Mechanisms | |
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| Censored Samples from an Exponential Distribution | |
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| Large-Sample Likelihood Theory | |
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| Exponential Regression | |
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| Estimation in Log-Linear Regression Models | |
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| Illustrations in More Complex Data Sets | |
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| Discrimination Among Parametric Models | |
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| Inference with Interval Censoring | |
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| Discussion | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Relative Risk (Cox) Regression Models | |
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| Introduction | |
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| Estimation of [beta] | |
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| Estimation of the Baseline Hazard or Survivor Function | |
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| Inclusion of Strata | |
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| Illustrations | |
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| Counting Process Formulas | |
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| Related Topics on the Cox Model | |
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| Sampling from Discrete Models | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Counting Processes and Asymptotic Theory | |
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| Introduction | |
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| Counting Processes and Intensity Functions | |
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| Martingales | |
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| Vector-Valued Martingales | |
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| Martingale Central Limit Theorem | |
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| Asymptotics Associated with Chapter 1 | |
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| Asymptotic Results for the Cox Model | |
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| Asymptotic Results for Parametric Models | |
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| Efficiency of the Cox Model Estimator | |
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| Partial Likelihood Filtration | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Likelihood Construction and Further Results | |
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| Introduction | |
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| Likelihood Construction in Parametric Models | |
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| Time-Dependent Covariates and Further Remarks on Likelihood Construction | |
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| Time Dependence in the Relative Risk Model | |
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| Nonnested Conditioning Events | |
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| Residuals and Model Checking for the Cox Model | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Rank Regression and the Accelerated Failure Time Model | |
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| Introduction | |
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| Linear Rank Tests | |
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| Development and Properties of Linear Rank Tests | |
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| Estimation in the Accelerated Failure Time Model | |
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| Some Related Regression Models | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Competing Risks and Multistate Models | |
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| Introduction | |
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| Competing Risks | |
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| Life-History Processes | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Modeling and Analysis of Recurrent Event Data | |
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| Introduction | |
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| Intensity Processes for Recurrent Events | |
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| Overall Intensity Process Modeling and Estimation | |
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| Mean Process Modeling and Estimation | |
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| Conditioning on Aspects of the Counting Process History | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Analysis of Correlated Failure Time Data | |
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| Introduction | |
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| Regression Models for Correlated Failure Time Data | |
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| Representation and Estimation of the Bivariate Survivor Function | |
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| Pairwise Dependency Estimation | |
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| Illustration: Australian Twin Data | |
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| Approaches to Nonparametric Estimation of the Bivariate Survivor Function | |
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| Survivor Function Estimation in Higher Dimensions | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Additional Failure Time Data Topics | |
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| Introduction | |
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| Stratified Bivariate Failure Time Analysis | |
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| Fixed Study Period Survival Studies | |
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| Cohort Sampling and Case-Control Studies | |
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| Missing Covariate Data | |
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| Mismeasured Covariate Data | |
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| Sequential Testing with Failure Time Endpoints | |
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| Bayesian Analysis of the Proportional Hazards Model | |
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| Some Analyses of a Particular Data Set | |
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| Bibliographic Notes | |
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| Exercises and Complements | |
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| Glossary of Notation | |
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| Some Sets of Data | |
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| Supporting Technical Material | |
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| Bibliography | |
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| Author Index | |
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| Subject Index | |