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Survival Analysis

A New Guide for Social Scientists

Paperback Engels 2022 9781009054508
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Samenvatting

Quantitative social scientists use survival analysis to understand the forces that determine the duration of events. This Element provides a guideline to new techniques and models in survival analysis, particularly in three areas: non-proportional covariate effects, competing risks, and multi-state models. It also revisits models for repeated events. The Element promotes multi-state models as a unified framework for survival analysis and highlights the role of general transition probabilities as key quantities of interest that complement traditional hazard analysis. These quantities focus on the long term probabilities that units will occupy particular states conditional on their current state, and they are central in the design and implementation of policy interventions.

Specificaties

ISBN13:9781009054508
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:75

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Inhoudsopgave

1. Introduction; 2. Non-proportional Covariates; 3. Repeated Events; 4. Competing Risks; 5. Multi-state Models; 6. Conclusion.

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        Survival Analysis