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signatureSurvival: Signature Survival Analysis
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.
| Version: |
1.0.0 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
stats, utils, graphics, grDevices, dplyr, forestplot, gplots, gtools, survival, survminer, ggplot2 |
| Suggests: |
Rmisc |
| Published: |
2023-07-19 |
| DOI: |
10.32614/CRAN.package.signatureSurvival |
| Author: |
Yuan-De Tan  [aut,
cre],
Yuguang Ban [ctb] |
| Maintainer: |
Yuan-De Tan <tanyuande at gmail.com> |
| License: |
GPL (≥ 3) |
| NeedsCompilation: |
no |
| CRAN checks: |
signatureSurvival results |
Documentation:
Downloads:
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.