Differential Pattern Analysis via Linear Modeling


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Documentation for package ‘DiPALM’ version 1.3

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DiPALM-package DiPALM - Differential Pattern Analysis via Linear Modeling
AdjustPvalue Determine p-values based on permutation test results
BlankPlot Generate a blank plot window
BuildLimmaLM Fit linear models to time-course expression patterns using the limma package
BuildModMembership Calculate module membership (kME) for all genes in a time-course data set
col_format_sub Substitute values in for the time, treatment, and replicate portion of a column format.
DiPALM DiPALM - Differential Pattern Analysis via Linear Modeling
dipalm Run a single instance of the DiPALM pipeline with replicates permuted.
exampleData Example Data: Data for use with the DiPALM vignette
ggPlotMultiDensities Plot multiple density distributions
joinOutputs Joins outputs from multiple invocations of the function 'dipalm'.
main Runs the full DiPALM pipeline with replicate permutation in parallel.
make_TCs Break a data matrix into time courses separated by treatment and replicate.
msub Regex substitution applied to a vector or list.
open_log Open a log
PlotTCs Plot multiple time-course expression patterns for one gene
PlotTCsRibbon Plot multiple averaged time-course expression patterns for a group of genes
re_esc Format a string as a regular expression literal.
sampleReplicates Samples replicates from a dataset without replacement.
smallTestData Small test data for the DiPALM pipeline.
testData Test Data: Data for function testing