Survival Analysis with Interval-Censored Data: A Practical Approach with Examples in R, Sas, and Bugs

ISBN-13: 9780367572709 / Angielski / Miękka / 2020 / 584 str.

Kris Bogaerts; Arnost Komarek; Emmanuel Lesaffre

Opis

This book describes methods and software implementations for the analysis of interval-censored data. The authors present the theoretical background for all methods and apply the methods to real data sets. They also provide the R, SAS, and WinBUGS code for all the examples, enabling readers to modify the code and use the methods to solve their ow

Spis treści

Introduction. Inference for Right-Censored Data. Estimation of the Survival Distribution. Comparison of Two or More Survival Distributions. Proportional Hazard Model. Accelerated Failure Time Model. Bivariate Interval-Censored Data. More Complex Problems. Other Topics in Interval Censoring.

O autorze

Kris Bogaerts, Arnost Komarek and Emmauel Lesaffre