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Handbook of Statistics: Advances in Survival Analysis, Vol. 23 Book

Handbook of Statistics: Advances in Survival Analysis, Vol. 23
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  • Handbook of Statistics: Advances in Survival Analysis, Vol. 23
  • Written by author N. Balakrishnan
  • Published by Elsevier Science, January 2004
  • The book covers all important topics in the area of Survival Analysis. Each topic has been covered by one or more chapters written by internationally renowned experts. Each chapter provides a comprehensive and up-to-date review of the topic. Several new i
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Preface
Contributors
Ch. 1Evaluation of the Performance of Survival Analysis Models: Discrimination and Calibration Measures1
Ch. 2Discretizing a Continuous Covariate in Survival Studies27
Ch. 3On Comparison of Two Classification Methods with Survival Endpoints43
Ch. 4Time-Varying Effects in Survival Analysis61
Ch. 5Kaplan-Meier Integrals87
Ch. 6Statistical Analysis of Doubly Interval-Censored Failure Time Data105
Ch. 7The Missing Censoring-Indicator Model of Random Censorship123
Ch. 8Estimation of the Bivariate Survival Function with Generalized Bivariate Right Censored Data Structures143
Ch. 9Estimation of Semi-Markov Models with Right-Censored Data175
Ch. 10Nonparametric Bivariate Estimation with Randomly Truncated Observations195
Ch. 11Lower Bounds for Estimating a Hazard209
Ch. 12Non-Parametric Hazard Rate Estimation under Progressive Type-II Censoring227
Ch. 13Statistical Tests of the Equality of Survival Curves: Reconsidering the Options251
Ch. 14Testing Equality of Survival Functions with Bivariate Censored Data: A Review263
Ch. 15Statistical Methods for the Comparison of Crossing Survival Curves277
Ch. 16Inference for Competing Risks291
Ch. 17Analysis of Cause-Specific Events in Competing Risk-Survival Data313
Ch. 18Analysis of Progressively Censored Competing Risks Data331
Ch. 19Marginal Analysis of Point Processes with Competing Risks349
Ch. 20Categorical Auxiliary Data in the Discrete Time Proportional Hazards Model363
Ch. 21Hosmer and Lemeshow type Goodness-of-Fit Statistics for the Cox Proportional Hazards Model383
Ch. 22The Effects of Misspecifying Cox's Regression Model on Randomized Treatment Group Comparisons395
Ch. 23Statistical Modeling in Survival Analysis and Its Influence on the Duration Analysis411
Ch. 24Accelerated Hazards Model: Method, Theory and Applications431
Ch. 25Diagnostics for the Accelerated Life Time Model of Survival Data443
Ch. 26Cumulative Damage Approaches Leading to Inverse Gaussian Accelerated Test Models461
Ch. 27On Estimating the Gamma Accelerated Failure-Time Models479
Ch. 28Frailty Model and its Application to Seizure Data495
Ch. 29State Space Models for Survival Analysis519
Ch. 30First Hitting Time Models for Lifetime Data537
Ch. 31An Increasing Hazard Cure Model545
Ch. 32Marginal Analyses of Multistage Data559
Ch. 33The Matrix-Valued Counting Process Model with Proportional Hazards for Sequential Survival Data575
Ch. 34Analysis of Recurrent Event Data603
Ch. 35Current Status Data: Review, Recent Developments and Open Problems625
Ch. 36Appraisal of Models for the Study of Disease Progression in Psoriatic Arthritis643
Ch. 37Survival Analysis with Gene Expression Arrays675
Ch. 38Joint Analysis of Longitudinal Quality of Life and Survival Processes689
Ch. 39Modelling Survival Data using Flowgraphy Models729
Ch. 40Nonparametric Methods for Repair Models747
Subject Index765
Contents of Previous Volumes773


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