Modelling Survival Data in Medical Research Collett David
Modelling Survival Data in Medical Research Collett David Modelling Survival Data in Medical Research, Fourth Edition, describes the analysis of survival data, illustrated using a wide range of…
Specifikacia Modelling Survival Data in Medical Research Collett David
Modelling Survival Data in Medical Research Collett David
Modelling Survival Data in Medical Research, Fourth Edition, describes the analysis of survival data, illustrated using a wide range of examples from biomedical research. Starting with standard methods for summarising survival data, Cox regression and parametric modelling, the book covers many more advanced techniques, including interval-censoring, frailty modelling, competing risks, analysis of multiple events, and dependent censoring.This new edition contains chapters on Bayesian survival analysis and use of the R software. Written in a non-technical style, it concentrates on how the techniques are used in practice.
These include methods for assessing the predictive ability of a model, joint models for longitudinal and survival data, and modern methods for the analysis Earlier chapters have been extensively revised and expanded to add new material on several topics.