MannWhitney: Perform a Mann-Whitney test

Description Usage Arguments Value See Also Examples

View source: R/stattest.R

Description

Performs the non-parametric Mann-Whitney test on the intensity data.

Usage

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MannWhitney(dataset, listofargs)

Arguments

dataset

an R data frame generated with generateDatasetFile

listofargs

a list containing:

- "g" (greater) for significant increase, "l" (lower) for significant decrease, or "two.sided" for both

- either a number indicating the true value of the mean, or a character string indicating the name of the gene to compare with

- a character string specifying the column whose values will be used for the test

- a character string specifying the name of the dataset column to be used to define the replicate, e.g. "GeneName" or "Internal_GeneID"

Value

Returns a list containing:

pValVec

a named vector of p-values

dataset

the dataset with an added column "p.value.mannwhitney"

paste("pValue.mannwhitney", testType, sep="_")

the character string "p.value.mannwhitney" concatenated with the testType (first element of listofargs)

"Mann-Whitney test"

the character string "Mann-Whitney test"

See Also

Ttest, RankProduct

Examples

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data(exampleHeader, package="RNAither")
data(exampleDataset, package="RNAither")

pvals1 <- MannWhitney(dataset, list("l", median(dataset$SigIntensity, na.rm=TRUE), 
"SigIntensity", "GeneName"))
pValVec1 <- pvals1[[1]]
scoredDataset1 <- pvals1[[2]]

Example output

Loading required package: topGO
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    lapply, lengths, mapply, match, mget, order, paste, pmax, pmax.int,
    pmin, pmin.int, rank, rbind, rowMeans, rowSums, rownames, sapply,
    setdiff, sort, table, tapply, union, unique, unsplit, which,
    which.max, which.min

Loading required package: graph
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Welcome to Bioconductor

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Warning message:
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RNAither documentation built on Nov. 8, 2020, 8:06 p.m.