Algorithm

TestLDHD: Test for examining independent effect of one variable conditional on high-dimensional data

Maintainer

Tingyan Zhong tyzhong@sjtu.edu.cn

Publication

Zhong T, Wu M, Ma S (2019). Examination of independent prognostic power of gene expressions and histopathological imaging features in cancer. Manuscript.

Usage

1. TestLDHD.R: the functions used in examination of independent prognostic power of gene expressions and histopathological imaging features in cancer

2. example.R: one example to identify gene expressions with independent prognostic power conditional on imaging features based on LUAD dataset

3. luad_data.RData: processed lung adenocarcinoma (LUAD) data