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The R packages for survival prediction

作者: 发布日期:2014-12-24

1. DRWPSurv: Predicting survival outcome using pathway activities (Update: 2016-06-24)

This package implements the DRWPSurv method which predicts survival outcome using topologically inferred pathway activities.

The available resource of RPCR can be downloaded as follows:

Package source: /UploadFiles/20166/201606241433305271.zip

Windows binary: /UploadFiles/20166/201606241434067113.zip

Reference manual: /UploadFiles/20166/201606241434305491.pdf

Depends: glmnet, survival, igraph, Matrix

2. RPCR: Predicting survival outcome based on the reweighted partial Cox regression method (Update: 2015-03-08)

This package implements the reweighted partial Cox Regression method which used for survival analysis on high-dimensional gene expression data and the directed random walk algorithm which used to evaluate the topological importances of nodes in the global pathway graph.

The available resource of RPCR can be downloaded as follows:

Package source: /UploadFiles/201412/201412202042020107.rar

Windows binary: /UploadFiles/201412/201412202032102191.zip

Reference manual: /UploadFiles/201412/201412202033217776.pdf

Depends: R (>= 3.1.1), survival, igraph, Matrix

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