web.hku.hk/ herbpang R Packages and Other Software

Radiomics analysis using stability selection supervised principal component analysis for right-censored survival data

Originally Posted by Kang K. Yan

Stability Selection Supervised PCA

This page now host the software available for download that was previously available at

https://web.hku.hk/~herbpang/SSSuperPCA.html

You'll find here the R code.

1) To use this package, download the file for SSSuperPCA by right clicking on this link here.

2) Choose Save Link As...

3) Choose in R 'Install package from local files' and select "SSSuperPCA_1.1.0.tar.gz" or type "install.packages("Path to SSSuperPCA_1.1.0.tar.gz", repos = NULL, type = "source")" in the R console. You may need to pre-install the dependencies, mboost, survival, and survC1 before you can install this package. To install the dependencies, you may type "install.packages(c("mboost","survival","survC1"))".

4) library(SSSuperPCA)

5) help(SSSuperPCA) for stability selection supervised principal component analysis.

you may also read the step-by-step guide here.

Links

Paper

Questions?

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