Interval-censored time-to-event data methods and applications

Preface The aim of this book is to present in a single volume an overview and latest developments in time-to-event interval-censored methods along with application of such methods. The book is divided into three parts. Part I provides an introduction and overview of time-to-event methods for interva...

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Detalles Bibliográficos
Otros Autores: Chen, Ding-Geng (-), Sun, Jianguo, 1961-, Peace, Karl E., 1941-
Formato: Libro electrónico
Idioma:Inglés
Publicado: Boca Raton : Chapman and Hall/CRC 2012.
Edición:1st edition
Colección:Chapman & Hall/CRC biostatistics series ; 52.
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628484406719
Tabla de Contenidos:
  • Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; List of Contributors; I. Introduction and Overview; 1. Overview of Recent Developments for Interval-Censored Data; 2. A Review of Various Models for Interval-Censored Data; II. Methodology; 3. Current Status Data in the Twenty-First Century; 4. Regression Analysis for Current Status Data; 5. Statistical Analysis of Dependent Current Status Data; 6. Bayesian Semiparametric Regression Analysis of Interval- Censored Data with Monotone Splines; 7. Bayesian Inference of Interval-Censored Survival Data
  • 8. Targeted Minimum Loss-Based Estimation of a Causal Effect Using Interval-Censored Time-to-Event Data9. Consistent Variance Estimation in Interval-Censored Data; III. Applications and Related Software; 10. Bias Assessment in Progression-Free Survival Analysis; 11. Bias and Its Remedy in Interval-Censored Time-to-Event Applications; 12. Adaptive Decision Making Based on Interval-Censored Data in a Clinical Trial to Optimize Rapid Treatment of Stroke; 13. Practical Issues on Using Weighted Logrank Tests; 14. glrt - New R Package for Analyzing Interval-Censored Survival Data