CRAN/E | signatureSurvival

signatureSurvival

Signature Survival Analysis

Installation

About

When multiple Cox proportional hazard models are performed on clinical data (month or year and status) and a set of differential expressions of genes, the results (Hazard risks, z-scores and p-values) can be used to create gene-expression signatures. Weights are calculated using the survival p-values of genes and are utilized to calculate expression values of the signature across the selected genes in all patients in a cohort. A Single or multiple univariate or multivariate Cox proportional hazard survival analyses of the patients in one cohort can be performed by using the gene-expression signature and visualized using our survival plots.

Key Metrics

Version 1.0.0
R ≥ 3.5.0
Published 2023-07-19 448 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks signatureSurvival results

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Maintainer

Maintainer

Yuan-De Tan

Authors

Yuan-De Tan

aut / cre

Yuguang Ban

ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0

Imports

stats
utils
graphics
grDevices
dplyr
forestplot
gplots
gtools
survival
survminer
ggplot2

Suggests

Rmisc