Ebook: Survival Analysis: Techniques for Censored and Truncated Data

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Content:
Front Matter....Pages i-xiv
Examples of Survival Data....Pages 1-20
Basic Quantities and Models....Pages 21-53
Censoring and Truncation....Pages 55-82
Nonparametric Estimation of Basic Quantities for Right-Censored and Left-Truncated Data....Pages 83-124
Estimation of Basic Quantities for Other Sampling Schemes....Pages 125-150
Topics in Univariate Estimation....Pages 151-186
Hypothesis Testing....Pages 187-227
Semiparametric Proportional Hazards Regression with Fixed Covariates....Pages 229-268
Refinements of the Semiparametric Proportional Hazards Model....Pages 269-303
Additive Hazards Regression Models....Pages 305-326
Regression Diagnostics....Pages 327-371
Inference for Parametric Regression Models....Pages 373-403
Multivariate Survival Analysis....Pages 405-421
Back Matter....Pages 423-502

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Content:
Front Matter....Pages i-xiv
Examples of Survival Data....Pages 1-20
Basic Quantities and Models....Pages 21-53
Censoring and Truncation....Pages 55-82
Nonparametric Estimation of Basic Quantities for Right-Censored and Left-Truncated Data....Pages 83-124
Estimation of Basic Quantities for Other Sampling Schemes....Pages 125-150
Topics in Univariate Estimation....Pages 151-186
Hypothesis Testing....Pages 187-227
Semiparametric Proportional Hazards Regression with Fixed Covariates....Pages 229-268
Refinements of the Semiparametric Proportional Hazards Model....Pages 269-303
Additive Hazards Regression Models....Pages 305-326
Regression Diagnostics....Pages 327-371
Inference for Parametric Regression Models....Pages 373-403
Multivariate Survival Analysis....Pages 405-421
Back Matter....Pages 423-502
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