Description Usage Arguments Value Examples
Convert varPartResults to matrix
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x |
varPartResults |
... |
other arguments. |
matrix
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | # load library
# library(variancePartition)
# load simulated data:
# geneExpr: matrix of gene expression values
# info: information/metadata about each sample
data(varPartData)
# Specify variables to consider
# Age is continuous so we model it as a fixed effect
# Individual and Tissue are both categorical, so we model them as random effects
form <- ~ Age + (1|Individual) + (1|Tissue)
# Fit model
varPart <- fitExtractVarPartModel( geneExpr[1:5,], form, info )
# convert to matrix
as.matrix(varPart)
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