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This page was generated on 2026-04-20 11:37 -0400 (Mon, 20 Apr 2026).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo1Linux (Ubuntu 24.04.4 LTS)x86_644.6.0 alpha (2026-04-05 r89794) 4961
kjohnson3macOS 13.7.7 Venturaarm644.6.0 alpha (2026-04-08 r89818) 4690
kunpeng2Linux (openEuler 24.03 LTS)aarch64R Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences" 4627
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 1498/2404HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
notameStats 1.1.1  (landing page)
Vilhelm Suksi
Snapshot Date: 2026-04-19 13:40 -0400 (Sun, 19 Apr 2026)
git_url: https://git.bioconductor.org/packages/notameStats
git_branch: devel
git_last_commit: 7883e08
git_last_commit_date: 2026-01-21 10:50:31 -0400 (Wed, 21 Jan 2026)
nebbiolo1Linux (Ubuntu 24.04.4 LTS) / x86_64  OK    OK    ERROR  
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    ERROR    OK  
kunpeng2Linux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  
See other builds for notameStats in R Universe.


CHECK results for notameStats on kunpeng2

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: 1.1.1
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_1.1.1.tar.gz
StartedAt: 2026-04-17 05:11:50 -0000 (Fri, 17 Apr 2026)
EndedAt: 2026-04-17 05:18:13 -0000 (Fri, 17 Apr 2026)
EllapsedTime: 383.3 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_1.1.1.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.23-bioc/meat/notameStats.Rcheck’
* using R Under development (unstable) (2025-02-19 r87757)
* 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-SP1)
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘notameStats/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘notameStats’ version ‘1.1.1’
* 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
pls_da                    27.573  0.391  28.039
perform_auc               22.605  2.421   6.659
muvr_analysis             20.502  0.935  21.717
perform_lmer              17.031  2.455   6.957
perform_non_parametric    11.195  5.407   5.396
perform_logistic           9.867  2.461   2.180
pls                       11.209  0.707  11.824
perform_correlation_tests  6.817  2.540   4.044
summary_statistics         3.935  2.338   1.187
perform_kruskal_wallis     4.026  2.191   0.939
perform_lm                 4.459  1.589   1.593
* 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-3.23-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-devel_2025-02-19/site-library’
* installing *source* package ‘notameStats’ ...
** this is package ‘notameStats’ version ‘1.1.1’
** 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 Under development (unstable) (2025-02-19 r87757) -- "Unsuffered Consequences"
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 [2026-04-17 05:17:31] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-04-17 05:17:31] Cohen's D computed.
INFO [2026-04-17 05:17:31] Starting to compute Cohen's D between groups B & A
INFO [2026-04-17 05:17:31] Cohen's D computed.
INFO [2026-04-17 05:17:31] Starting to compute fold changes.
INFO [2026-04-17 05:17:32] Fold changes computed.
INFO [2026-04-17 05:17:32] Starting to compute fold changes.
INFO [2026-04-17 05:17:32] Fold changes computed.
INFO [2026-04-17 05:17:32] Starting linear regression.
INFO [2026-04-17 05:17:34] Linear regression performed.
INFO [2026-04-17 05:17:34] Starting linear regression.
INFO [2026-04-17 05:17:36] Linear regression performed.
INFO [2026-04-17 05:17:36] 
92% of features flagged for low quality
INFO [2026-04-17 05:17:36] Starting linear regression.
INFO [2026-04-17 05:17:38] Linear regression performed.
INFO [2026-04-17 05:17:38] Starting logistic regression
INFO [2026-04-17 05:17:40] Logistic regression performed.
INFO [2026-04-17 05:17:40] Starting logistic regression
INFO [2026-04-17 05:17:42] Logistic regression performed.
INFO [2026-04-17 05:17:42] Starting to compute Cohen's D between groups B & A
INFO [2026-04-17 05:17:42] Cohen's D computed.
INFO [2026-04-17 05:17:42] Starting to compute Cohen's D between groups C & A
INFO [2026-04-17 05:17:43] Cohen's D computed.
INFO [2026-04-17 05:17:43] Starting to compute Cohen's D between groups C & B
INFO [2026-04-17 05:17:43] Cohen's D computed.
INFO [2026-04-17 05:17:44] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-04-17 05:17:44] Cohen's D computed.
INFO [2026-04-17 05:17:44] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2026-04-17 05:17:44] Cohen's D computed.
INFO [2026-04-17 05:17:44] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-04-17 05:17:44] Cohen's D computed.
INFO [2026-04-17 05:17:44] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-04-17 05:17:44] Cohen's D computed.
INFO [2026-04-17 05:17:45] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2026-04-17 05:17:45] Cohen's D computed.
INFO [2026-04-17 05:17:45] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2026-04-17 05:17:45] Cohen's D computed.
INFO [2026-04-17 05:17:45] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-04-17 05:17:45] Cohen's D computed.
INFO [2026-04-17 05:17:45] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2026-04-17 05:17:45] Cohen's D computed.
INFO [2026-04-17 05:17:46] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2026-04-17 05:17:46] Cohen's D computed.
INFO [2026-04-17 05:17:46] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-04-17 05:17:46] Cohen's D computed.
INFO [2026-04-17 05:17:46] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2026-04-17 05:17:46] Cohen's D computed.
INFO [2026-04-17 05:17:46] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-04-17 05:17:47] Cohen's D computed.
INFO [2026-04-17 05:17:47] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-04-17 05:17:47] Cohen's D computed.
INFO [2026-04-17 05:17:47] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2026-04-17 05:17:47] Cohen's D computed.
INFO [2026-04-17 05:17:47] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2026-04-17 05:17:47] Cohen's D computed.
INFO [2026-04-17 05:17:47] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-04-17 05:17:47] Cohen's D computed.
INFO [2026-04-17 05:17:48] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2026-04-17 05:17:48] Cohen's D computed.
INFO [2026-04-17 05:17:48] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2026-04-17 05:17:48] Cohen's D computed.
INFO [2026-04-17 05:17:48] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-04-17 05:17:48] Cohen's D computed.
INFO [2026-04-17 05:17:48] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2026-04-17 05:17:48] Cohen's D computed.
INFO [2026-04-17 05:17:49] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-04-17 05:17:49] Cohen's D computed.
INFO [2026-04-17 05:17:49] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-04-17 05:17:49] Cohen's D computed.
INFO [2026-04-17 05:17:49] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-04-17 05:17:49] Cohen's D computed.
INFO [2026-04-17 05:17:49] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-04-17 05:17:50] Cohen's D computed.
INFO [2026-04-17 05:17:50] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2026-04-17 05:17:50] Cohen's D computed.
INFO [2026-04-17 05:17:50] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-04-17 05:17:50] Cohen's D computed.
INFO [2026-04-17 05:17:50] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-04-17 05:17:50] Cohen's D computed.
INFO [2026-04-17 05:17:50] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-04-17 05:17:51] Cohen's D computed.
INFO [2026-04-17 05:17:51] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-04-17 05:17:51] Cohen's D computed.
INFO [2026-04-17 05:17:51] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-04-17 05:17:51] Cohen's D computed.
INFO [2026-04-17 05:17:51] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2026-04-17 05:17:52] Cohen's D computed.
INFO [2026-04-17 05:17:52] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2026-04-17 05:17:52] Cohen's D computed.
INFO [2026-04-17 05:17:52] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-04-17 05:17:52] Cohen's D computed.
INFO [2026-04-17 05:17:52] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2026-04-17 05:17:52] Cohen's D computed.
INFO [2026-04-17 05:17:52] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2026-04-17 05:17:52] Cohen's D computed.
INFO [2026-04-17 05:17:53] Starting paired tests for 1 & 2
INFO [2026-04-17 05:17:53] Found 20 complete pairs.
INFO [2026-04-17 05:17:53] Paired tests performed.
INFO [2026-04-17 05:17:53] Starting tests for 1 & 2
INFO [2026-04-17 05:17:53] Tests performed
INFO [2026-04-17 05:17:53] Starting tests for 1 & 3
INFO [2026-04-17 05:17:54] Tests performed
INFO [2026-04-17 05:17:54] Starting tests for 2 & 3
INFO [2026-04-17 05:17:54] Tests performed
INFO [2026-04-17 05:17:54] Starting tests for 1 & 2
INFO [2026-04-17 05:17:54] Tests performed
INFO [2026-04-17 05:17:54] Starting tests for 1 & 3
INFO [2026-04-17 05:17:55] Tests performed
INFO [2026-04-17 05:17:55] Starting tests for 2 & 3
INFO [2026-04-17 05:17:55] Tests performed
INFO [2026-04-17 05:17:55] Starting paired tests for 1 & 2
INFO [2026-04-17 05:17:55] Found 4 complete pairs.
INFO [2026-04-17 05:17:55] Paired tests performed.
INFO [2026-04-17 05:17:55] Starting paired tests for 1 & 3
INFO [2026-04-17 05:17:55] Found 4 complete pairs.
INFO [2026-04-17 05:17:56] Paired tests performed.
INFO [2026-04-17 05:17:56] Starting paired tests for 2 & 3
INFO [2026-04-17 05:17:56] Found 4 complete pairs.
INFO [2026-04-17 05:17:56] Paired tests performed.
INFO [2026-04-17 05:17:56] Starting paired tests for 1 & 2
INFO [2026-04-17 05:17:56] Found 8 complete pairs.
INFO [2026-04-17 05:17:56] Paired tests performed.
INFO [2026-04-17 05:17:56] Starting paired tests for 1 & 3
INFO [2026-04-17 05:17:56] Found 8 complete pairs.
INFO [2026-04-17 05:17:57] Paired tests performed.
INFO [2026-04-17 05:17:57] Starting paired tests for 2 & 3
INFO [2026-04-17 05:17:57] Found 8 complete pairs.
INFO [2026-04-17 05:17:57] Paired tests performed.
INFO [2026-04-17 05:17:57] Starting paired tests for 1 & 2
INFO [2026-04-17 05:17:57] Found 4 complete pairs.
INFO [2026-04-17 05:17:57] Paired tests performed.
INFO [2026-04-17 05:17:58] Starting paired tests for 1 & 3
INFO [2026-04-17 05:17:58] Found 4 complete pairs.
INFO [2026-04-17 05:17:58] Paired tests performed.
INFO [2026-04-17 05:17:58] Starting paired tests for 2 & 3
INFO [2026-04-17 05:17:58] Found 4 complete pairs.
INFO [2026-04-17 05:17:58] Paired tests performed.
INFO [2026-04-17 05:17:59] Starting tests for A & B
INFO [2026-04-17 05:18:00] Tests performed
INFO [2026-04-17 05:18:01] Starting paired tests for 1 & 2
INFO [2026-04-17 05:18:01] Found 20 complete pairs.
INFO [2026-04-17 05:18:02] Paired tests performed.
INFO [2026-04-17 05:18:02] Starting tests for 1 & 2
INFO [2026-04-17 05:18:02] Tests performed
INFO [2026-04-17 05:18:02] Starting tests for 1 & 3
INFO [2026-04-17 05:18:03] Tests performed
INFO [2026-04-17 05:18:03] Starting tests for 2 & 3
INFO [2026-04-17 05:18:03] Tests performed
INFO [2026-04-17 05:18:04] Starting tests for 1 & 2
INFO [2026-04-17 05:18:04] Tests performed
INFO [2026-04-17 05:18:04] Starting tests for 1 & 3
INFO [2026-04-17 05:18:05] Tests performed
INFO [2026-04-17 05:18:05] Starting tests for 2 & 3
INFO [2026-04-17 05:18:05] Tests performed
INFO [2026-04-17 05:18:05] Starting paired tests for 1 & 2
INFO [2026-04-17 05:18:05] Found 4 complete pairs.
INFO [2026-04-17 05:18:06] Paired tests performed.
INFO [2026-04-17 05:18:06] Starting paired tests for 1 & 3
INFO [2026-04-17 05:18:06] Found 4 complete pairs.
INFO [2026-04-17 05:18:06] Paired tests performed.
INFO [2026-04-17 05:18:06] Starting paired tests for 2 & 3
INFO [2026-04-17 05:18:06] Found 4 complete pairs.
INFO [2026-04-17 05:18:06] Paired tests performed.
INFO [2026-04-17 05:18:06] Starting correlation tests.
INFO [2026-04-17 05:18:07] Performing correlation tests for single object
INFO [2026-04-17 05:18:07] Correlation tests performed.
INFO [2026-04-17 05:18:07] Starting correlation tests.
INFO [2026-04-17 05:18:07] Starting correlation tests.
INFO [2026-04-17 05:18:07] Starting correlation tests.
INFO [2026-04-17 05:18:07] Starting correlation tests.
INFO [2026-04-17 05:18:07] Performing correlation tests for two objects
INFO [2026-04-17 05:18:07] Correlation tests performed.
INFO [2026-04-17 05:18:07] Starting correlation tests.
INFO [2026-04-17 05:18:07] Performing correlation tests for two objects
INFO [2026-04-17 05:18:08] Correlation tests performed.
INFO [2026-04-17 05:18:08] Starting paired tests for 1 & 2
INFO [2026-04-17 05:18:08] Found 20 complete pairs.
INFO [2026-04-17 05:18:09] Paired tests performed.
INFO [2026-04-17 05:18:09] Starting tests for A & B
INFO [2026-04-17 05:18:09] Tests performed
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]

[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
> 
> proc.time()
   user  system elapsed 
 74.352  41.402  55.752 

Example timings

notameStats.Rcheck/notameStats-Ex.timings

nameusersystemelapsed
cohens_d4.2030.3974.305
fit_rf0.1990.0280.228
fold_change0.4050.4110.358
importance_rf0.2630.0470.217
muvr_analysis20.502 0.93521.717
perform_auc22.605 2.421 6.659
perform_correlation_tests6.8172.5404.044
perform_homoscedasticity_tests3.0701.1272.369
perform_kruskal_wallis4.0262.1910.939
perform_lm4.4591.5891.593
perform_lm_anova2.9531.2641.033
perform_lmer17.031 2.455 6.957
perform_logistic9.8672.4612.180
perform_non_parametric11.195 5.407 5.396
perform_oneway_anova2.2901.1710.842
perform_permanova2.9030.6182.034
perform_t_test1.8392.0061.932
pls11.209 0.70711.824
pls_da27.573 0.39128.039
summarize_results2.2230.7671.598
summary_statistics3.9352.3381.187