five

Processed METABRIC Dataset and R Scripts for Copula Regression Analysis

收藏
Figshare2026-02-24 更新2026-04-28 收录
下载链接:
https://figshare.com/articles/dataset/Processed_METABRIC_Dataset_and_R_Scripts_for_Copula_Regression_Analysis/31397895
下载链接
链接失效反馈
官方服务:
资源简介:
This repository contains the processed dataset and R scripts used in a copula-based joint regression analysis of overall survival (binary outcome) and age at diagnosis (continuous outcome) in breast cancer patients from the METABRIC cohort. The original dataset was obtained from Kaggle, with the primary source being cBioPortal for Cancer Genomics.The analysis employs Gaussian and Archimedean copula families to model the dependence structure between mixed outcome types. Marginal distributions are specified according to outcome type, and parameters are estimated using maximum likelihood methods. Model comparison is performed using information criteria (AIC and BIC), and diagnostic and graphical assessments are included.The dataset provided here is a processed version that contains only the variables used in the final analysis. No patient-identifiable information is included. As the data originated from publicly available sources, no additional ethical approval was required for this secondary analysis.
创建时间:
2026-02-24
5,000+
优质数据集
54 个
任务类型
进入经典数据集
二维码
社区交流群

面向社区/商业的数据集话题

二维码
科研交流群

面向高校/科研机构的开源数据集话题

数据驱动未来

携手共赢发展

商业合作