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This page was generated on 2025-11-04 12:04 -0500 (Tue, 04 Nov 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4902
lconwaymacOS 12.7.6 Montereyx86_644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4692
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4638
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: 2025-11-03 13:45 -0500 (Mon, 03 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
lconwaymacOS 12.7.6 Monterey / x86_64  OK    OK    OK    OK  UNNEEDED, same version is already published
kjohnson3macOS 13.7.7 Ventura / arm64  OK    OK    OK    OK  UNNEEDED, same version is already published


CHECK results for notameStats on lconway

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.

raw results


Summary

Package: notameStats
Version: 1.0.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:notameStats.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings notameStats_1.0.0.tar.gz
StartedAt: 2025-11-03 22:59:31 -0500 (Mon, 03 Nov 2025)
EndedAt: 2025-11-03 23:04:42 -0500 (Mon, 03 Nov 2025)
EllapsedTime: 311.8 seconds
RetCode: 0
Status:   OK  
CheckDir: notameStats.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:notameStats.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings notameStats_1.0.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck’
* using R version 4.5.1 Patched (2025-09-10 r88807)
* using platform: x86_64-apple-darwin20
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Monterey 12.7.6
* 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 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                    20.029  3.386   6.253
perform_lmer                   18.596  2.850   5.874
pls_da                         18.503  1.956  20.578
muvr_analysis                  15.479  0.458  16.012
perform_non_parametric          9.205  4.869   4.753
perform_correlation_tests       6.659  3.739   4.331
pls                             8.170  0.237   8.449
perform_logistic                5.803  2.532   2.213
perform_homoscedasticity_tests  5.244  2.704   2.117
perform_lm                      4.208  2.037   1.679
summarize_results               3.855  1.902   1.578
* 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
  ‘/Users/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck/00check.log’
for details.


Installation output

notameStats.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL notameStats
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/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 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin20

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 [2025-11-03 23:03:56] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-03 23:03:56] Cohen's D computed.
INFO [2025-11-03 23:03:56] Starting to compute Cohen's D between groups B & A
INFO [2025-11-03 23:03:56] Cohen's D computed.
INFO [2025-11-03 23:03:57] Starting to compute fold changes.
INFO [2025-11-03 23:03:57] Fold changes computed.
INFO [2025-11-03 23:03:57] Starting to compute fold changes.
INFO [2025-11-03 23:03:57] Fold changes computed.
INFO [2025-11-03 23:03:57] Starting linear regression.
INFO [2025-11-03 23:03:59] Linear regression performed.
INFO [2025-11-03 23:03:59] Starting linear regression.
INFO [2025-11-03 23:04:01] Linear regression performed.
INFO [2025-11-03 23:04:01] 
92% of features flagged for low quality
INFO [2025-11-03 23:04:01] Starting linear regression.
INFO [2025-11-03 23:04:03] Linear regression performed.
INFO [2025-11-03 23:04:03] Starting logistic regression
INFO [2025-11-03 23:04:05] Logistic regression performed.
INFO [2025-11-03 23:04:05] Starting logistic regression
INFO [2025-11-03 23:04:07] Logistic regression performed.
INFO [2025-11-03 23:04:07] Starting to compute Cohen's D between groups B & A
INFO [2025-11-03 23:04:08] Cohen's D computed.
INFO [2025-11-03 23:04:08] Starting to compute Cohen's D between groups C & A
INFO [2025-11-03 23:04:08] Cohen's D computed.
INFO [2025-11-03 23:04:08] Starting to compute Cohen's D between groups C & B
INFO [2025-11-03 23:04:08] Cohen's D computed.
INFO [2025-11-03 23:04:09] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-03 23:04:09] Cohen's D computed.
INFO [2025-11-03 23:04:09] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-03 23:04:09] Cohen's D computed.
INFO [2025-11-03 23:04:09] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-03 23:04:09] Cohen's D computed.
INFO [2025-11-03 23:04:09] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-03 23:04:10] Cohen's D computed.
INFO [2025-11-03 23:04:10] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-03 23:04:10] Cohen's D computed.
INFO [2025-11-03 23:04:10] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-03 23:04:10] Cohen's D computed.
INFO [2025-11-03 23:04:10] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-03 23:04:10] Cohen's D computed.
INFO [2025-11-03 23:04:10] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-03 23:04:10] Cohen's D computed.
INFO [2025-11-03 23:04:11] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-03 23:04:11] Cohen's D computed.
INFO [2025-11-03 23:04:11] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-03 23:04:11] Cohen's D computed.
INFO [2025-11-03 23:04:11] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-03 23:04:11] Cohen's D computed.
INFO [2025-11-03 23:04:11] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-03 23:04:12] Cohen's D computed.
INFO [2025-11-03 23:04:12] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-03 23:04:12] Cohen's D computed.
INFO [2025-11-03 23:04:12] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-03 23:04:12] Cohen's D computed.
INFO [2025-11-03 23:04:12] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-03 23:04:12] Cohen's D computed.
INFO [2025-11-03 23:04:12] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-03 23:04:12] Cohen's D computed.
INFO [2025-11-03 23:04:13] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-03 23:04:13] Cohen's D computed.
INFO [2025-11-03 23:04:13] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-03 23:04:13] Cohen's D computed.
INFO [2025-11-03 23:04:13] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-03 23:04:13] Cohen's D computed.
INFO [2025-11-03 23:04:13] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-03 23:04:13] Cohen's D computed.
INFO [2025-11-03 23:04:14] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-03 23:04:14] Cohen's D computed.
INFO [2025-11-03 23:04:14] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-03 23:04:14] Cohen's D computed.
INFO [2025-11-03 23:04:14] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-03 23:04:14] Cohen's D computed.
INFO [2025-11-03 23:04:14] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-03 23:04:15] Cohen's D computed.
INFO [2025-11-03 23:04:15] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-03 23:04:15] Cohen's D computed.
INFO [2025-11-03 23:04:15] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-03 23:04:15] Cohen's D computed.
INFO [2025-11-03 23:04:15] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-03 23:04:15] Cohen's D computed.
INFO [2025-11-03 23:04:15] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-03 23:04:15] Cohen's D computed.
INFO [2025-11-03 23:04:16] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-03 23:04:16] Cohen's D computed.
INFO [2025-11-03 23:04:16] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-03 23:04:16] Cohen's D computed.
INFO [2025-11-03 23:04:16] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-03 23:04:17] Cohen's D computed.
INFO [2025-11-03 23:04:17] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-03 23:04:17] Cohen's D computed.
INFO [2025-11-03 23:04:17] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-03 23:04:17] Cohen's D computed.
INFO [2025-11-03 23:04:17] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-03 23:04:17] Cohen's D computed.
INFO [2025-11-03 23:04:17] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-03 23:04:17] Cohen's D computed.
INFO [2025-11-03 23:04:18] Starting paired tests for 1 & 2
INFO [2025-11-03 23:04:18] Found 20 complete pairs.
INFO [2025-11-03 23:04:18] Paired tests performed.
INFO [2025-11-03 23:04:18] Starting tests for 1 & 2
INFO [2025-11-03 23:04:18] Tests performed
INFO [2025-11-03 23:04:18] Starting tests for 1 & 3
INFO [2025-11-03 23:04:19] Tests performed
INFO [2025-11-03 23:04:19] Starting tests for 2 & 3
INFO [2025-11-03 23:04:19] Tests performed
INFO [2025-11-03 23:04:19] Starting tests for 1 & 2
INFO [2025-11-03 23:04:19] Tests performed
INFO [2025-11-03 23:04:19] Starting tests for 1 & 3
INFO [2025-11-03 23:04:20] Tests performed
INFO [2025-11-03 23:04:20] Starting tests for 2 & 3
INFO [2025-11-03 23:04:20] Tests performed
INFO [2025-11-03 23:04:20] Starting paired tests for 1 & 2
INFO [2025-11-03 23:04:20] Found 4 complete pairs.
INFO [2025-11-03 23:04:20] Paired tests performed.
INFO [2025-11-03 23:04:20] Starting paired tests for 1 & 3
INFO [2025-11-03 23:04:20] Found 4 complete pairs.
INFO [2025-11-03 23:04:21] Paired tests performed.
INFO [2025-11-03 23:04:21] Starting paired tests for 2 & 3
INFO [2025-11-03 23:04:21] Found 4 complete pairs.
INFO [2025-11-03 23:04:21] Paired tests performed.
INFO [2025-11-03 23:04:21] Starting paired tests for 1 & 2
INFO [2025-11-03 23:04:21] Found 8 complete pairs.
INFO [2025-11-03 23:04:21] Paired tests performed.
INFO [2025-11-03 23:04:21] Starting paired tests for 1 & 3
INFO [2025-11-03 23:04:21] Found 8 complete pairs.
INFO [2025-11-03 23:04:22] Paired tests performed.
INFO [2025-11-03 23:04:22] Starting paired tests for 2 & 3
INFO [2025-11-03 23:04:22] Found 8 complete pairs.
INFO [2025-11-03 23:04:22] Paired tests performed.
INFO [2025-11-03 23:04:22] Starting paired tests for 1 & 2
INFO [2025-11-03 23:04:22] Found 4 complete pairs.
INFO [2025-11-03 23:04:22] Paired tests performed.
INFO [2025-11-03 23:04:22] Starting paired tests for 1 & 3
INFO [2025-11-03 23:04:22] Found 4 complete pairs.
INFO [2025-11-03 23:04:22] Paired tests performed.
INFO [2025-11-03 23:04:23] Starting paired tests for 2 & 3
INFO [2025-11-03 23:04:23] Found 4 complete pairs.
INFO [2025-11-03 23:04:23] Paired tests performed.
INFO [2025-11-03 23:04:23] Starting tests for A & B
INFO [2025-11-03 23:04:24] Tests performed
INFO [2025-11-03 23:04:25] Starting paired tests for 1 & 2
INFO [2025-11-03 23:04:25] Found 20 complete pairs.
INFO [2025-11-03 23:04:26] Paired tests performed.
INFO [2025-11-03 23:04:26] Starting tests for 1 & 2
INFO [2025-11-03 23:04:27] Tests performed
INFO [2025-11-03 23:04:27] Starting tests for 1 & 3
INFO [2025-11-03 23:04:27] Tests performed
INFO [2025-11-03 23:04:27] Starting tests for 2 & 3
INFO [2025-11-03 23:04:28] Tests performed
INFO [2025-11-03 23:04:28] Starting tests for 1 & 2
INFO [2025-11-03 23:04:28] Tests performed
INFO [2025-11-03 23:04:28] Starting tests for 1 & 3
INFO [2025-11-03 23:04:29] Tests performed
INFO [2025-11-03 23:04:29] Starting tests for 2 & 3
INFO [2025-11-03 23:04:29] Tests performed
INFO [2025-11-03 23:04:30] Starting paired tests for 1 & 2
INFO [2025-11-03 23:04:30] Found 4 complete pairs.
INFO [2025-11-03 23:04:30] Paired tests performed.
INFO [2025-11-03 23:04:30] Starting paired tests for 1 & 3
INFO [2025-11-03 23:04:30] Found 4 complete pairs.
INFO [2025-11-03 23:04:30] Paired tests performed.
INFO [2025-11-03 23:04:30] Starting paired tests for 2 & 3
INFO [2025-11-03 23:04:30] Found 4 complete pairs.
INFO [2025-11-03 23:04:30] Paired tests performed.
INFO [2025-11-03 23:04:31] Starting correlation tests.
INFO [2025-11-03 23:04:31] Performing correlation tests for single object
INFO [2025-11-03 23:04:31] Correlation tests performed.
INFO [2025-11-03 23:04:31] Starting correlation tests.
INFO [2025-11-03 23:04:31] Starting correlation tests.
INFO [2025-11-03 23:04:31] Starting correlation tests.
INFO [2025-11-03 23:04:31] Starting correlation tests.
INFO [2025-11-03 23:04:31] Performing correlation tests for two objects
INFO [2025-11-03 23:04:31] Correlation tests performed.
INFO [2025-11-03 23:04:31] Starting correlation tests.
INFO [2025-11-03 23:04:32] Performing correlation tests for two objects
INFO [2025-11-03 23:04:32] Correlation tests performed.
INFO [2025-11-03 23:04:32] Starting paired tests for 1 & 2
INFO [2025-11-03 23:04:32] Found 20 complete pairs.
INFO [2025-11-03 23:04:33] Paired tests performed.
INFO [2025-11-03 23:04:33] Starting tests for A & B
INFO [2025-11-03 23:04:33] Tests performed
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]

[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
> 
> proc.time()
   user  system elapsed 
 67.615  35.893  50.683 

Example timings

notameStats.Rcheck/notameStats-Ex.timings

nameusersystemelapsed
cohens_d2.9630.5233.039
fit_rf0.1920.0300.226
fold_change0.5310.5390.423
importance_rf0.1720.0280.204
muvr_analysis15.479 0.45816.012
perform_auc20.029 3.386 6.253
perform_correlation_tests6.6593.7394.331
perform_homoscedasticity_tests5.2442.7042.117
perform_kruskal_wallis2.0320.9810.853
perform_lm4.2082.0371.679
perform_lm_anova2.3851.0831.000
perform_lmer18.596 2.850 5.874
perform_logistic5.8032.5322.213
perform_non_parametric9.2054.8694.753
perform_oneway_anova2.2811.5131.052
perform_permanova1.4280.1291.564
perform_t_test1.8381.8321.859
pls8.1700.2378.449
pls_da18.503 1.95620.578
summarize_results3.8551.9021.578
summary_statistics1.6071.2131.053