Description Usage Arguments Value Examples
Calculate and combine hazard ratio, pvalue, threshold and area-between-curve data and plot
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measure |
A continuous variable used to order survival data. Samples must be ordered exactly as in srv |
srv |
A dataframe that contains at least two columns, detailing event and time to event information. Samples must be ordered exactly as in measure |
time |
Column name in srv containing time to event information. Must not contain NAs |
event |
Column name in srv containing event information coded as 0 (no event) and 1 (event). Must not contain NAs |
bs_dfr |
A matrix of bootstrapped hazard ratio computations as ordered by a random measurement vector. Typically consisting of 5-10,000 repeat samplings |
measure_name |
A descriptive name for the measure used, for example a gene ID |
multiv |
Univariate analysis is performed by default, however a character string specifying a column contained in srv (or a vector of strings specifying multiple columns) detailing additional variables can be included |
title |
Plot title; as a character string |
Using survival, measure, hazard ratio, pvalue, log10 pvalue, threshold and threshold residual information, plot the measure-event relationship
1 2 3 4 5 6 7 8 9 10 | data(nki_subset)
library(Biobase)
gene_vec <- exprs(nki_subset)["NM_004448", ] #ERBB2 gene id
plotALL(measure = gene_vec,
srv = pData(nki_subset),
time = "t.dmfs",
event = "e.dmfs",
title = "ERBB2 Example")
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