Manton K G, Stallard E, Burdick D, Tolley H D
Int J Epidemiol. 1979 Sep;8(3):283-91. doi: 10.1093/ije/8.3.283.
The incidence and growth rate of stomach cancer in the US population is modelled, for each sex, as a partially observed, discrete state stochastic process. Explicit evaluation of the transition rates between the states of the model is made possible by identifying them as specific functions of the time spent within each state. The functions used in the model were selected from the medical and epidemiological literature. With the model it was found possible to obtain fits to the age distribution of deaths due to stomach cancer for white males in 1975 and for selected age ranges for white females. These results suggested that the natural history of stomach cancer is different for females above and below age 65.
美国人群中胃癌的发病率和增长率,针对每种性别,被建模为一个部分可观测的离散状态随机过程。通过将模型状态之间的转移率确定为在每个状态所花费时间的特定函数,得以对这些转移率进行明确评估。模型中使用的函数是从医学和流行病学文献中选取的。利用该模型,发现有可能拟合出1975年白人男性因胃癌死亡的年龄分布以及白人女性选定年龄范围的情况。这些结果表明,65岁以上和以下女性的胃癌自然史有所不同。