Package: ConfoundingExplorer 0.5.1

ConfoundingExplorer: Confounding Explorer

This package provides a simple interactive application for investigating the effect of confounding between a signal of interest and a batch effect. It uses simulated data with user-specified effect sizes for both batch and condition effects. The user can also specify the number of samples in each condition and batch, and thereby the degree of confounding.

Authors:Charlotte Soneson [aut, cre]

ConfoundingExplorer_0.5.1.tar.gz
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ConfoundingExplorer.pdf |ConfoundingExplorer.html
ConfoundingExplorer/json (API)

# Install 'ConfoundingExplorer' in R:
install.packages('ConfoundingExplorer', repos = c('https://csoneson.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/csoneson/confoundingexplorer/issues

On CRAN:

regressionexperimentaldesignmultiplecomparisonbatcheffect

2.48 score 2 stars 3 scripts 1 exports 135 dependencies

Last updated 4 months agofrom:2bae33e1e0. Checks:OK: 6 WARNING: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winOKNov 01 2024
R-4.5-linuxWARNINGNov 01 2024
R-4.4-winOKNov 01 2024
R-4.4-macOKNov 01 2024
R-4.3-winOKNov 01 2024
R-4.3-macOKNov 01 2024

Exports:ConfoundingExplorer

Dependencies:abindaskpassbase64encBiobaseBiocGenericsbitopsbslibcachemcaToolscirclizecliclueclustercodetoolscolorspacecolourpickercommonmarkComplexHeatmapcowplotcpp11crayoncrosstalkcurlDelayedArraydigestdoParalleldplyrDTevaluatefansifarverfastmapfontawesomeforeachfsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesGetoptLongggplot2ggrepelGlobalOptionsgluegplotsgridExtragtablegtoolshighrhtmltoolshtmlwidgetshttpuvhttriCOBRAigraphIRangesiSEEisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelazyevallifecyclelimmalistviewermagrittrmarkdownMASSMatrixMatrixGenericsmatrixStatsmemoisemgcvmimeminiUImunsellnlmeopensslpillarpkgconfigplyrpngpromisespurrrR6rappdirsRColorBrewerRcppreshape2rintrojsrjsonrlangrmarkdownROCRS4ArraysS4VectorssassscalesshapeshinyshinyAceshinyBSshinydashboardshinyjsshinyMatrixshinyWidgetsSingleCellExperimentsourcetoolsSparseArraystatmodstringistringrSummarizedExperimentsystibbletidyrtidyselecttinytexUCSC.utilsUpSetRutf8vctrsviporviridisLitewithrxfunxtableXVectoryamlzlibbioc

Readme and manuals

Help Manual

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