Some Mathematical Properties of Cumulative Damage Models Regarding Their Application in Cancer Epidemiology
- 18 January 1990
- journal article
- Published by Wiley in Biometrical Journal
- Vol. 32 (1) , 1-15
- https://doi.org/10.1002/bimj.4710320102
Abstract
In an earlier paper, cumulative damage models (CD models) were proposed for modelling the epidemiological aspects of carcinogenesis. In the present paper, further, mainly mathematical support is given for the adequacy of this approach. In the first place, this concerns the aspect that the cumulative damage process is a compound Poisson process. Secondly, it will be demonstrated that the CD models can be considered as a formal generalization of certain well‐known special carcinogenesis models. A more intensive investigation of these models themselves makes it evident that, on account of their mathematical qualities, they will possibly place very efficient new measures at the disposal of epidemiology. A diffusion approximation, however, does, after first experiments, not appear to make the handling of the models any easier but, on the contrary, to lead to a loss of certain pleasant qualities.Keywords
This publication has 18 references indexed in Scilit:
- Cumulative Damage Models in Cancer Epidemiology: Application to Human Incidence and Mortality DataArchives of environmental health, 1989
- Reliability Models in Cancer EpidemiologyBiometrical Journal, 1989
- Failure distributions of shock modelsJournal of Applied Probability, 1980
- Quantitative Theories of CarcinogenesisSIAM Review, 1978
- The Inverse Gaussian Distribution as a Lifetime ModelTechnometrics, 1977
- Infinite divisibility of the hyperbolic and generalized inverse Gaussian distributionsProbability Theory and Related Fields, 1977
- Shock models with underlying birth processJournal of Applied Probability, 1975
- Shock Models and Wear ProcessesThe Annals of Probability, 1973
- The Non-Comparability of Relative Risks from Different StudiesPublished by JSTOR ,1971
- Properties of Probability Distributions with Monotone Hazard RateThe Annals of Mathematical Statistics, 1963