greta-dev/greta

survival analysis module

Open

#42 创建于 2017年4月30日

在 GitHub 查看
 (0 评论) (0 反应) (0 负责人)R (372 star) (45 fork)batch import
help wantedmodule

描述

As previously discussed in #1, a survival analysis module would be useful. It could include convenience functions for censoring and truncation, as well as functionality like this: https://www.rdocumentation.org/packages/flexsurv/versions/1.0.0/topics/Survspline

(cc @jwdink)

贡献者指南

技术栈
无
领域
data
议题类型
feature
难度面向新贡献者的预计实现难度，1 表示很小改动，5 表示专家级工作。
5
预计时间有经验贡献者完成调查、实现、测试并准备 pull request 的粗略时间范围。
over 1 week
活动状态议题当前的可参与程度：新鲜、活跃、陈旧、阻塞或等待维护者输入。
stale
清晰度议题是否清楚说明期望改动、验收标准和下一步。
mostly clear
前置要求
R programminggreta basicssurvival analysis concepts
新手友好度1-100 的估计分数，表示该议题对首次贡献者的友好程度。
20
研究方向
This issue proposes adding a survival analysis module to greta. The body references a previous discussion (#1) and the flexsurv package for inspiration, specifically the Survspline function. To proceed, one should review the linked issue #1 for prior context, study the flexsurv documentation to understand the interface, and explore how similar convenience functions for censoring and truncation are implemented in other probabilistic programming frameworks. The goal is to design a set of functions that integrate with greta's tensor based workflow.
survival analysis module · greta-dev/greta#42 | Good First Issue