V2EX cox model

Cox Model

释义 Definition

Cox 模型(更常见全称:Cox proportional hazards model,Cox 比例风险模型):一种用于生存分析的回归模型,用来研究多个变量(如年龄、治疗方式等)与事件发生风险(hazard)的关系;它属于半参数模型,不需要事先指定基线风险函数的具体形式。也常用于估计风险比(hazard ratio)
(在不同语境下也可能泛指 “Cox 的模型/方法”,但最常见即比例风险模型。)

发音 Pronunciation (IPA)

/kks mdl/

例句 Examples

The Cox model is widely used in medical research.
Cox 模型在医学研究中被广泛使用。

After adjusting for age and smoking status, the Cox model estimated a significantly higher hazard for the untreated group.
在校正年龄和吸烟状况后,Cox 模型估计未治疗组的风险显著更高。

词源 Etymology

该模型以英国统计学家 David R. Cox 命名。他在 1972 年提出比例风险回归框架,核心思想是把协变量的影响以指数形式作用在风险函数上,同时把“基线风险”留作不完全参数化处理,因此被称为半参数(semi-parametric)方法。

相关词 Related Words

  • Survival Analysis
  • Proportional Hazards
  • Hazard Ratio
  • Kaplan-Meier
  • Censoring
  • Baseline Hazard
  • Regression
  • Log-Rank Test
  • 文献与作品 Notable Works

    • Cox, D. R. (1972). Regression Models and Life-Tables(提出 Cox 比例风险模型的经典论文)
    • Therneau, T. M., & Grambsch, P. M. Modeling Survival Data: Extending the Cox Model
    • Hosmer, D. W., Lemeshow, S., & May, S. Applied Survival Analysis
    • Klein, J. P., & Moeschberger, M. L. Survival Analysis: Techniques for Censored and Truncated Data
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