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This page was generated on 2025-12-01 12:02 -0500 (Mon, 01 Dec 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4878
merida1macOS 12.7.6 Montereyx86_644.5.2 (2025-10-31) -- "[Not] Part in a Rumble" 4610
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4669
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 1474/2361HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
notameStats 1.0.0  (landing page)
Vilhelm Suksi
Snapshot Date: 2025-11-27 13:45 -0500 (Thu, 27 Nov 2025)
git_url: https://git.bioconductor.org/packages/notameStats
git_branch: RELEASE_3_22
git_last_commit: 58a6cb5
git_last_commit_date: 2025-10-29 11:38:32 -0500 (Wed, 29 Oct 2025)
nebbiolo2Linux (Ubuntu 24.04.3 LTS) / x86_64  OK    OK    OK  UNNEEDED, same version is already published
merida1macOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for notameStats on taishan

To the developers/maintainers of the notameStats package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/notameStats.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.
- See Martin Grigorov's blog post for how to debug Linux ARM64 related issues on a x86_64 host.

raw results


Summary

Package: notameStats
Version: 1.0.0
Command: /home/biocbuild/R/R/bin/R CMD check --install=check:notameStats.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings notameStats_1.0.0.tar.gz
StartedAt: 2025-11-28 12:39:06 -0000 (Fri, 28 Nov 2025)
EndedAt: 2025-11-28 12:45:55 -0000 (Fri, 28 Nov 2025)
EllapsedTime: 408.7 seconds
RetCode: 0
Status:   OK  
CheckDir: notameStats.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD check --install=check:notameStats.install-out.txt --library=/home/biocbuild/R/R/site-library --no-vignettes --timings notameStats_1.0.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck’
* using R version 4.5.0 (2025-04-11)
* using platform: aarch64-unknown-linux-gnu
* R was compiled by
    aarch64-unknown-linux-gnu-gcc (GCC) 14.2.0
    GNU Fortran (GCC) 14.2.0
* running under: openEuler 24.03 (LTS)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘notameStats/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘notameStats’ version ‘1.0.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘notameStats’ can be installed ... OK
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... NOTE
License stub is invalid DCF.
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                                 user system elapsed
perform_auc                    24.953  3.254   9.024
perform_lmer                   23.495  2.966   7.876
pls_da                         24.850  0.363  25.529
muvr_analysis                  21.589  0.893  22.886
perform_non_parametric         11.072  4.858   6.054
pls                            11.656  0.636  13.114
perform_correlation_tests       7.145  3.062   6.358
perform_lm                      5.033  1.571   2.625
perform_logistic                4.629  1.568   3.712
summarize_results               4.342  1.526   2.173
perform_homoscedasticity_tests  4.510  1.287   2.955
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 NOTE
See
  ‘/home/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck/00check.log’
for details.


Installation output

notameStats.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/R/R/bin/R CMD INSTALL notameStats
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/R/R-4.5.0/site-library’
* installing *source* package ‘notameStats’ ...
** this is package ‘notameStats’ version ‘1.0.0’
** using staged installation
** R
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (notameStats)

Tests output

notameStats.Rcheck/tests/testthat.Rout


R version 4.5.0 (2025-04-11) -- "How About a Twenty-Six"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-unknown-linux-gnu

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(notameStats)
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics
Loading required package: generics

Attaching package: 'generics'

The following objects are masked from 'package:base':

    as.difftime, as.factor, as.ordered, intersect, is.element, setdiff,
    setequal, union


Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, is.unsorted, lapply,
    mapply, match, mget, order, paste, pmax, pmax.int, pmin, pmin.int,
    rank, rbind, rownames, sapply, saveRDS, table, tapply, unique,
    unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: Seqinfo
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians

> 
> test_check("notameStats")
Running tests in parallel requires the 3rd edition
INFO [2025-11-28 12:44:57] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-28 12:44:57] Cohen's D computed.
INFO [2025-11-28 12:44:57] Starting to compute Cohen's D between groups B & A
INFO [2025-11-28 12:44:57] Cohen's D computed.
INFO [2025-11-28 12:44:58] Starting to compute fold changes.
INFO [2025-11-28 12:44:58] Fold changes computed.
INFO [2025-11-28 12:44:58] Starting to compute fold changes.
INFO [2025-11-28 12:44:58] Fold changes computed.
INFO [2025-11-28 12:44:59] Starting linear regression.
INFO [2025-11-28 12:45:00] Linear regression performed.
INFO [2025-11-28 12:45:01] Starting linear regression.
INFO [2025-11-28 12:45:03] Linear regression performed.
INFO [2025-11-28 12:45:03] 
92% of features flagged for low quality
INFO [2025-11-28 12:45:03] Starting linear regression.
INFO [2025-11-28 12:45:05] Linear regression performed.
INFO [2025-11-28 12:45:05] Starting logistic regression
INFO [2025-11-28 12:45:08] Logistic regression performed.
INFO [2025-11-28 12:45:08] Starting logistic regression
INFO [2025-11-28 12:45:10] Logistic regression performed.
INFO [2025-11-28 12:45:11] Starting to compute Cohen's D between groups B & A
INFO [2025-11-28 12:45:11] Cohen's D computed.
INFO [2025-11-28 12:45:11] Starting to compute Cohen's D between groups C & A
INFO [2025-11-28 12:45:12] Cohen's D computed.
INFO [2025-11-28 12:45:12] Starting to compute Cohen's D between groups C & B
INFO [2025-11-28 12:45:12] Cohen's D computed.
INFO [2025-11-28 12:45:13] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-28 12:45:13] Cohen's D computed.
INFO [2025-11-28 12:45:13] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-28 12:45:14] Cohen's D computed.
INFO [2025-11-28 12:45:14] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-28 12:45:14] Cohen's D computed.
INFO [2025-11-28 12:45:14] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-28 12:45:15] Cohen's D computed.
INFO [2025-11-28 12:45:15] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-28 12:45:15] Cohen's D computed.
INFO [2025-11-28 12:45:15] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-28 12:45:15] Cohen's D computed.
INFO [2025-11-28 12:45:15] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-28 12:45:16] Cohen's D computed.
INFO [2025-11-28 12:45:16] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-28 12:45:16] Cohen's D computed.
INFO [2025-11-28 12:45:16] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-28 12:45:16] Cohen's D computed.
INFO [2025-11-28 12:45:17] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-28 12:45:17] Cohen's D computed.
INFO [2025-11-28 12:45:17] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-28 12:45:17] Cohen's D computed.
INFO [2025-11-28 12:45:17] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-28 12:45:18] Cohen's D computed.
INFO [2025-11-28 12:45:18] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-28 12:45:18] Cohen's D computed.
INFO [2025-11-28 12:45:18] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-28 12:45:18] Cohen's D computed.
INFO [2025-11-28 12:45:18] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-28 12:45:18] Cohen's D computed.
INFO [2025-11-28 12:45:19] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-28 12:45:19] Cohen's D computed.
INFO [2025-11-28 12:45:19] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-28 12:45:19] Cohen's D computed.
INFO [2025-11-28 12:45:19] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-28 12:45:20] Cohen's D computed.
INFO [2025-11-28 12:45:20] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-28 12:45:20] Cohen's D computed.
INFO [2025-11-28 12:45:20] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-28 12:45:21] Cohen's D computed.
INFO [2025-11-28 12:45:21] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-28 12:45:21] Cohen's D computed.
INFO [2025-11-28 12:45:21] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-28 12:45:21] Cohen's D computed.
INFO [2025-11-28 12:45:22] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-28 12:45:22] Cohen's D computed.
INFO [2025-11-28 12:45:22] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-28 12:45:22] Cohen's D computed.
INFO [2025-11-28 12:45:22] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-28 12:45:23] Cohen's D computed.
INFO [2025-11-28 12:45:23] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-28 12:45:23] Cohen's D computed.
INFO [2025-11-28 12:45:23] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-28 12:45:23] Cohen's D computed.
INFO [2025-11-28 12:45:24] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-28 12:45:24] Cohen's D computed.
INFO [2025-11-28 12:45:24] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-28 12:45:25] Cohen's D computed.
INFO [2025-11-28 12:45:25] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-28 12:45:25] Cohen's D computed.
INFO [2025-11-28 12:45:25] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-28 12:45:25] Cohen's D computed.
INFO [2025-11-28 12:45:25] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-28 12:45:26] Cohen's D computed.
INFO [2025-11-28 12:45:26] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-28 12:45:26] Cohen's D computed.
INFO [2025-11-28 12:45:26] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-28 12:45:26] Cohen's D computed.
INFO [2025-11-28 12:45:26] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-28 12:45:27] Cohen's D computed.
INFO [2025-11-28 12:45:27] Starting paired tests for 1 & 2
INFO [2025-11-28 12:45:27] Found 20 complete pairs.
INFO [2025-11-28 12:45:27] Paired tests performed.
INFO [2025-11-28 12:45:28] Starting tests for 1 & 2
INFO [2025-11-28 12:45:28] Tests performed
INFO [2025-11-28 12:45:28] Starting tests for 1 & 3
INFO [2025-11-28 12:45:28] Tests performed
INFO [2025-11-28 12:45:28] Starting tests for 2 & 3
INFO [2025-11-28 12:45:29] Tests performed
INFO [2025-11-28 12:45:29] Starting tests for 1 & 2
INFO [2025-11-28 12:45:29] Tests performed
INFO [2025-11-28 12:45:29] Starting tests for 1 & 3
INFO [2025-11-28 12:45:30] Tests performed
INFO [2025-11-28 12:45:30] Starting tests for 2 & 3
INFO [2025-11-28 12:45:30] Tests performed
INFO [2025-11-28 12:45:30] Starting paired tests for 1 & 2
INFO [2025-11-28 12:45:30] Found 4 complete pairs.
INFO [2025-11-28 12:45:30] Paired tests performed.
INFO [2025-11-28 12:45:31] Starting paired tests for 1 & 3
INFO [2025-11-28 12:45:31] Found 4 complete pairs.
INFO [2025-11-28 12:45:31] Paired tests performed.
INFO [2025-11-28 12:45:31] Starting paired tests for 2 & 3
INFO [2025-11-28 12:45:31] Found 4 complete pairs.
INFO [2025-11-28 12:45:32] Paired tests performed.
INFO [2025-11-28 12:45:32] Starting paired tests for 1 & 2
INFO [2025-11-28 12:45:32] Found 8 complete pairs.
INFO [2025-11-28 12:45:33] Paired tests performed.
INFO [2025-11-28 12:45:33] Starting paired tests for 1 & 3
INFO [2025-11-28 12:45:33] Found 8 complete pairs.
INFO [2025-11-28 12:45:33] Paired tests performed.
INFO [2025-11-28 12:45:33] Starting paired tests for 2 & 3
INFO [2025-11-28 12:45:33] Found 8 complete pairs.
INFO [2025-11-28 12:45:33] Paired tests performed.
INFO [2025-11-28 12:45:34] Starting paired tests for 1 & 2
INFO [2025-11-28 12:45:34] Found 4 complete pairs.
INFO [2025-11-28 12:45:34] Paired tests performed.
INFO [2025-11-28 12:45:34] Starting paired tests for 1 & 3
INFO [2025-11-28 12:45:34] Found 4 complete pairs.
INFO [2025-11-28 12:45:34] Paired tests performed.
INFO [2025-11-28 12:45:34] Starting paired tests for 2 & 3
INFO [2025-11-28 12:45:34] Found 4 complete pairs.
INFO [2025-11-28 12:45:35] Paired tests performed.
INFO [2025-11-28 12:45:35] Starting tests for A & B
INFO [2025-11-28 12:45:37] Tests performed
INFO [2025-11-28 12:45:38] Starting paired tests for 1 & 2
INFO [2025-11-28 12:45:38] Found 20 complete pairs.
INFO [2025-11-28 12:45:39] Paired tests performed.
INFO [2025-11-28 12:45:40] Starting tests for 1 & 2
INFO [2025-11-28 12:45:40] Tests performed
INFO [2025-11-28 12:45:41] Starting tests for 1 & 3
INFO [2025-11-28 12:45:42] Tests performed
INFO [2025-11-28 12:45:42] Starting tests for 2 & 3
INFO [2025-11-28 12:45:43] Tests performed
INFO [2025-11-28 12:45:43] Starting tests for 1 & 2
INFO [2025-11-28 12:45:44] Tests performed
INFO [2025-11-28 12:45:44] Starting tests for 1 & 3
INFO [2025-11-28 12:45:44] Tests performed
INFO [2025-11-28 12:45:45] Starting tests for 2 & 3
INFO [2025-11-28 12:45:45] Tests performed
INFO [2025-11-28 12:45:45] Starting paired tests for 1 & 2
INFO [2025-11-28 12:45:45] Found 4 complete pairs.
INFO [2025-11-28 12:45:46] Paired tests performed.
INFO [2025-11-28 12:45:46] Starting paired tests for 1 & 3
INFO [2025-11-28 12:45:46] Found 4 complete pairs.
INFO [2025-11-28 12:45:46] Paired tests performed.
INFO [2025-11-28 12:45:46] Starting paired tests for 2 & 3
INFO [2025-11-28 12:45:46] Found 4 complete pairs.
INFO [2025-11-28 12:45:47] Paired tests performed.
INFO [2025-11-28 12:45:47] Starting correlation tests.
INFO [2025-11-28 12:45:47] Performing correlation tests for single object
INFO [2025-11-28 12:45:47] Correlation tests performed.
INFO [2025-11-28 12:45:47] Starting correlation tests.
INFO [2025-11-28 12:45:47] Starting correlation tests.
INFO [2025-11-28 12:45:47] Starting correlation tests.
INFO [2025-11-28 12:45:48] Starting correlation tests.
INFO [2025-11-28 12:45:48] Performing correlation tests for two objects
INFO [2025-11-28 12:45:48] Correlation tests performed.
INFO [2025-11-28 12:45:48] Starting correlation tests.
INFO [2025-11-28 12:45:48] Performing correlation tests for two objects
INFO [2025-11-28 12:45:49] Correlation tests performed.
INFO [2025-11-28 12:45:49] Starting paired tests for 1 & 2
INFO [2025-11-28 12:45:49] Found 20 complete pairs.
INFO [2025-11-28 12:45:50] Paired tests performed.
INFO [2025-11-28 12:45:50] Starting tests for A & B
INFO [2025-11-28 12:45:50] Tests performed
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]

[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
> 
> proc.time()
   user  system elapsed 
 72.992  38.485  69.692 

Example timings

notameStats.Rcheck/notameStats-Ex.timings

nameusersystemelapsed
cohens_d2.8680.4893.060
fit_rf0.1990.0240.225
fold_change0.4650.5030.452
importance_rf0.2790.0470.230
muvr_analysis21.589 0.89322.886
perform_auc24.953 3.254 9.024
perform_correlation_tests7.1453.0626.358
perform_homoscedasticity_tests4.5101.2872.955
perform_kruskal_wallis3.1341.1011.444
perform_lm5.0331.5712.625
perform_lm_anova1.9670.6711.884
perform_lmer23.495 2.966 7.876
perform_logistic4.6291.5683.712
perform_non_parametric11.072 4.858 6.054
perform_oneway_anova2.4450.9041.341
perform_permanova2.0890.3291.676
perform_t_test1.7531.9412.595
pls11.656 0.63613.114
pls_da24.850 0.36325.529
summarize_results4.3421.5262.173
summary_statistics1.7371.1781.794