Cover Image

Statistical Models Based on Counting Processes /

Show other versions (1)

Modern survival analysis and more general event history analysis may be effectively handled in the mathematical framework of counting processes, stochastic integration, martingale central limit theory and product integration. This book presents this theory, which has been the subject of an intense r...

Full description

Bibliographic Details
Main Author: Andersen, Per Kragh
Corporate Author: SpringerLink (Online service)
Other Authors: Borgan, Ørnulf, Gill, Richard D., Keiding, Niels
Format: eBook
Language:English
Published: New York, NY : Springer US, 1993.
Series:Springer series in statistics.
Subjects:
Statistics.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • The mathematical background
  • Model specification and censoring
  • Nonparametric estimation
  • Nonparametric hypothesis testing
  • Parametric models
  • Regression models
  • Asymptotic efficiency
  • Frailty models
  • Multivariate time scales
  • Appendix: The melanoma survival data and standard mortality tables for the Danish population 1971-75.