Create confidence intervals for fold changes and prediction intervals for p-values for use in volcano plots. Additionally creates effect sizes.
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data |
|
groupIndices |
A vector/factor containing indices for the
groups. Can handle only two groups, and has to be the sample
length as the number of columns in |
proteinNames |
Optional character vector containing the names
of the proteins. Has to have the same length as the number of
rows in |
testName |
String containing the name of the test to perform
(extract p-values from). Can be either |
fcWidth |
Width of the confidence interval of the fold change. Has to be between 0.01 and 0.99. (Default = 0.95) |
pWidth |
Width of the prediction interval of the p-value, assuming identical new experiment. Has to be between 0.01 and 0.99. (Default = 0.5) |
fcR |
Number of bootstrap replicates to generate for the confidence interval of the fold change. (Default = 999) |
pR |
Number of bootstrap replicates to generate for the
prediction interval of the p-values. Ignored if |
pType |
Type of prediction interval to make for the
p-values. Can be either |
seed |
Numeric value for the seed to be set at the very start. |
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