Package: NetRep 1.2.4

NetRep: Permutation Testing Network Module Preservation Across Datasets

Functions for assessing the replication/preservation of a network module's topology across datasets through permutation testing; Ritchie et al. (2015) <doi:10.1016/j.cels.2016.06.012>.

Authors:Scott Ritchie [aut, cre]

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NetRep/json (API)

# Install 'NetRep' in R:
install.packages('NetRep', repos = c('https://sritchie73.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/sritchie73/netrep/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

6.80 score 11 stars 3 packages 16 scripts 600 downloads 8 mentions 21 exports 10 dependencies

Last updated 4 years agofrom:1a62bad2ea. Checks:OK: 1 NOTE: 4 WARNING: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 07 2024
R-4.5-win-x86_64NOTENov 07 2024
R-4.5-linux-x86_64NOTENov 07 2024
R-4.4-win-x86_64NOTENov 07 2024
R-4.4-mac-x86_64WARNINGNov 07 2024
R-4.4-mac-aarch64WARNINGNov 07 2024
R-4.3-win-x86_64NOTENov 07 2024
R-4.3-mac-x86_64WARNINGNov 07 2024
R-4.3-mac-aarch64WARNINGNov 07 2024

Exports:as.disk.matrixas.matrixattach.disk.matrixcombineAnalysesis.disk.matrixload.bigMatrixmodulePreservationnetworkPropertiesnodeOrderpermutationTestplotContributionplotCorrelationplotDataplotDegreeplotModuleplotNetworkplotSummaryrequiredPermssampleOrderserialize.tableshow

Dependencies:abindBHcodetoolsforeachiteratorsRColorBrewerRcppRcppArmadilloRhpcBLASctlstatmod

NetRep

Rendered fromNetRep.Rmdusingknitr::rmarkdownon Nov 07 2024.

Last update: 2018-06-12
Started: 2016-02-23

Readme and manuals

Help Manual

Help pageTopics
The 'disk.matrix' classas.disk.matrix as.disk.matrix,ANY-method as.disk.matrix,disk.matrix-method as.disk.matrix,matrix-method as.matrix,disk.matrix-method attach.disk.matrix disk.matrix is.disk.matrix serialize.table show,disk.matrix-method
Example datadiscovery_correlation discovery_data discovery_network example-data module_labels NetRep-data test_correlation test_data test_network
Replication and preservation of network modules across datasetsmodulePreservation
Fast permutation procedure for testing network module replicationNetRep
Calculate the topological properties for a network modulenetworkProperties
Plot the topology of a network moduleplotModule
How many permutations do I need to test at my desired significance level?requiredPerms