Long term survival analysis: The curability of breast cancer
- 1 January 1982
- journal article
- research article
- Published by Wiley in Statistics in Medicine
- Vol. 1 (2) , 93-104
- https://doi.org/10.1002/sim.4780010202
Abstract
Methods of survival analysis for long‐term follow‐up studies are illustrated by a study of mortality in 3878 breast cancer patients in Edinburgh followed for up to 20 years. The problems of life tables, advantages of hazard plots and difficulties in statistical modelling are demonstrated by studying the relationship between survival and both clinical stage and initial menopausal status at diagnosis.To assess the ‘curability’ of breast cancer, mortality by year of follow‐up is compared with expected mortality using Scottish age‐specific death rates. Techniques for analysing such relative survival data include age‐corrected life tables, ratio of observed to expected deaths and excess death rates. Finally, an additive hazard model is developed to incorporate covariates in the analysis of relative survival and curability.Keywords
This publication has 8 references indexed in Scilit:
- Long-term survival of patients with breast cancer: a study of the curability of the disease.BMJ, 1979
- The curability of breast cancerWorld Journal of Surgery, 1977
- Design and analysis of randomized clinical trials requiring prolonged observation of each patient. II. Analysis and examplesBritish Journal of Cancer, 1977
- The curability of breast cancer.BMJ, 1976
- THE CURABILITY OF BREAST CANCERThe Lancet, 1975
- Regression Models and Life-TablesJournal of the Royal Statistical Society Series B: Statistical Methodology, 1972
- A Two-Parameter Model for the Survival Curve of Treated Cancer PatientsJournal of the American Statistical Association, 1965
- Nonparametric Estimation from Incomplete ObservationsJournal of the American Statistical Association, 1958