李开灿, 范凯旋. 生存函数中混杂因子的判断准则[J]. 应用概率统计, 2024, 40(6): 877-890. DOI: 10.12460/j.issn.1001-4268.aps.2024.2022080
引用本文: 李开灿, 范凯旋. 生存函数中混杂因子的判断准则[J]. 应用概率统计, 2024, 40(6): 877-890. DOI: 10.12460/j.issn.1001-4268.aps.2024.2022080
LI Kaican, FAN Kaixuan, . Criteria for Confounders in Survival Function[J]. Chinese Journal of Applied Probability and Statistics, 2024, 40(6): 877-890.
Citation: LI Kaican, FAN Kaixuan, . Criteria for Confounders in Survival Function[J]. Chinese Journal of Applied Probability and Statistics, 2024, 40(6): 877-890.

生存函数中混杂因子的判断准则

Criteria for Confounders in Survival Function

  • 摘要: 本文讨论了在响应变量和协变量都是连续型的条件下, 生存函数中判断混杂因子的准则问题.利用分割的方法, 我们得到了协变量为一维情况下一致无关因子的充要条件, 同时得到了协变量为多维情况下条件一致无关因子向量的充分条件, 从而给出了生存函数中判断单个混杂因子和多重混杂因子的准则.

     

    Abstract: In this paper, we discuss the criteria for detecting confounders in the survival function under the assumption that the response and covariates are both continuous. By the partition-based method, we propose the necessary and suffcient conditions for a uniformly irrelevant factor when a covariate is one-dimensional. Then the suffcient conditions for a conditional uniformly irrelevant factor vector are also obtained when a covariate is multidimensional. We propose the criteria for detecting a single confounder and multiple confounders in survival function.

     

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