刘媚, 张晓冉, 房祥忠. 基于变点检验的卵巢癌早期筛查法[J]. 应用概率统计, 2013, 29(6): 593-606.
引用本文: 刘媚, 张晓冉, 房祥忠. 基于变点检验的卵巢癌早期筛查法[J]. 应用概率统计, 2013, 29(6): 593-606.
Liu Mei, Zhang Xiaoran, Fang Xiangzhong. Screening Early Based on Changepoint Test for Ovarian Cancer[J]. Chinese Journal of Applied Probability and Statistics, 2013, 29(6): 593-606.
Citation: Liu Mei, Zhang Xiaoran, Fang Xiangzhong. Screening Early Based on Changepoint Test for Ovarian Cancer[J]. Chinese Journal of Applied Probability and Statistics, 2013, 29(6): 593-606.

基于变点检验的卵巢癌早期筛查法

Screening Early Based on Changepoint Test for Ovarian Cancer

  • 摘要: 文章对个体肿瘤标志物血清CA125的纵向检测数据建立变点模型, 给出了模型参数最大似然估计的计算公式, 构造出不依赖于模型参数的卵巢癌早期筛查的似然比检验统计量, 并用随机模拟方法给出了部分情况下似然比检验统计量的临界值. 文章最后讨论了似然比方法的功效和稳健性.

     

    Abstract: In the paper a change-point model of ca125 longitudinal data for single subject was established. The formulae of the maximum likelihood estimate for model parameters were presented. A likelihood ratio test statistic for early screening of ovarian cancer was proposed. The critical values of likelihood ratio test statistic was calculated by Monte Carlo method in some cases. At last the power and robustness of the likelihood ratio test were discussed.

     

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