Modeling Discrete Time-to-Event Data
-15%
portes grátis
Modeling Discrete Time-to-Event Data
Schmid, Matthias; Tutz, Gerhard
Springer International Publishing AG
05/2018
247
Mole
Inglês
9783319802855
15 a 20 dias
3985
Descrição não disponível.
Introduction.- The Life Table.- Basic Regression Models.- Evaluation and Model Choice.- Nonparametric Modelling and Smooth Effects.- Tree-Based Approaches.- High-Dimensional Models - Structuring and Selection of Predictors.- Competing Risks Models.- Multiple-Spell Analysis.- Frailty Models and Heterogeneity.- Multiple-Spell Analysis.- List of Examples.- Bibliography.- Subject Index.- Author Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Survival data;Survival functions;Discrete hazard function;Time-to-Event Data;Life tables;Discrete hazard model;Continuation ratio model;Goodness-of-Fit;Time-dependent AUC;discSurv;Interval censoring;Recursive partitioning;Multiple spells;Competing risks;Generalized estimation equations;Sequential methods in item response theory;Discrete frailty model;Smooth effects;Additive models;Penalized regression;Gradient boosting
Introduction.- The Life Table.- Basic Regression Models.- Evaluation and Model Choice.- Nonparametric Modelling and Smooth Effects.- Tree-Based Approaches.- High-Dimensional Models - Structuring and Selection of Predictors.- Competing Risks Models.- Multiple-Spell Analysis.- Frailty Models and Heterogeneity.- Multiple-Spell Analysis.- List of Examples.- Bibliography.- Subject Index.- Author Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Survival data;Survival functions;Discrete hazard function;Time-to-Event Data;Life tables;Discrete hazard model;Continuation ratio model;Goodness-of-Fit;Time-dependent AUC;discSurv;Interval censoring;Recursive partitioning;Multiple spells;Competing risks;Generalized estimation equations;Sequential methods in item response theory;Discrete frailty model;Smooth effects;Additive models;Penalized regression;Gradient boosting
