Alternative statistical methods for cytogenetic radiation biological dosimetry
Abstract
The paper presents alternative statistical methods for biological dosimetry, such as the Bayesian and Monte Carlo method. The classical Gaussian and robust Bayesian fit algorithms for the linear, linear-quadratic as well as saturated and critical calibration curves are described. The Bayesian model selection algorithm for those curves is also presented. In addition, five methods of dose estimation for a mixed neutron and gamma irradiation field were described: two classical methods, two Bayesian methods and one Monte Carlo method. Bayesian methods were also enhanced and generalized for situations with many types of mixed radiation. All algorithms were presented in easy-to-use form, which can be applied to any computational programming language. The presented algorithm is universal, although it was originally dedicated to cytogenetic biological dosimetry of victims of a nuclear reactor accident.
Keywords
Cite
@article{arxiv.1412.2048,
title = {Alternative statistical methods for cytogenetic radiation biological dosimetry},
author = {Krzysztof Wojciech Fornalski},
journal= {arXiv preprint arXiv:1412.2048},
year = {2014}
}