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GuanRank

Biostat 615 Final Project:

GuanRank is a non-parametric complete hazard ranking model that converts right-censored survival data into a linear space. Originally coded in Python, we implemented the algorithm in C++ to improve computational efficiency and memory requirements.

We further created an R package "GuanRank" using our optimized C++ code. It is publically available and can be installed using install.packages("GuanRank")

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Implementing GuanRank in C++

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  • C++ 77.9%
  • R 22.1%