社会科学のための新・生存分析ガイド Survival Analysis : A New Guide for Social Scientists (Elements in Quantitative and Computational Methods for the Social Sciences)

Quiroz Flores, Alejandro

Cambridge University Press（2022/05発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 84 p.
• 言語 ENG
• 商品コード 9781009054508
• DDC分類 300.727

Full Description

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.

Contents

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