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Survival Analysis: A New Guide for Social Scientists: Elements in Quantitative and Computational Methods for the Social Sciences

Autor Alejandro Quiroz Flores
en Limba Engleză Paperback – 25 mai 2022
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.
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Specificații

ISBN-13: 9781009054508
ISBN-10: 1009054503
Pagini: 75
Dimensiuni: 151 x 228 x 5 mm
Greutate: 0.12 kg
Ediția:Nouă
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Elements in Quantitative and Computational Methods for the Social Sciences

Locul publicării:New York, United States

Cuprins

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

Descriere

New techniques in survival analysis and event history, including non-proportional covariates, competing risks, and multi-state models.