Multivariate Survival Analysis and Competing Risks

ISBN: 9781439875216 出版年：2012 页码：402 Crowder, Martin J CRC Press

Univariate Survival Analysis Scenario Survival Distributions Continuous Time Parametric Inference Continuous Time Non- and Semi-Parametric Methods Discrete Time Multivariate Survival Analysis Multivariate Data and Distributions Some Parametric Models Frailty, Random Effects, and Copulas Repeated Measures Recurrent Events Multi-State Processes Competing Risks Continuous Failure Times and Their Causes Continuous Time Parametric Inference Latent Lifetimes Continuous Time Non- and Semi-Parametric Methods Discrete Lifetimes Latent Lifetimes Identifiability Crises Counting Processes in Survival Analysis Some Basic Concepts Survival Analysis Non- and Semi-Parametric Methods Appendices Terms, Notations, and Abbreviations Basic Likelihood Methods Some Theory for Partial Likelihood Numerical Optimisation of Functions References Epilogue Index