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This page was generated on 2025-10-15 12:06 -0400 (Wed, 15 Oct 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4866
lconwaymacOS 12.7.6 Montereyx86_644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4653
kjohnson3macOS 13.7.7 Venturaarm644.5.1 Patched (2025-09-10 r88807) -- "Great Square Root" 4598
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4610
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 1464/2346HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
notameStats 0.99.1  (landing page)
Vilhelm Suksi
Snapshot Date: 2025-10-14 13:45 -0400 (Tue, 14 Oct 2025)
git_url: https://git.bioconductor.org/packages/notameStats
git_branch: devel
git_last_commit: 58d6492
git_last_commit_date: 2025-10-03 03:03:56 -0400 (Fri, 03 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
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for notameStats on kjohnson3

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: 0.99.1
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_0.99.1.tar.gz
StartedAt: 2025-10-14 21:27:17 -0400 (Tue, 14 Oct 2025)
EndedAt: 2025-10-14 21:29:04 -0400 (Tue, 14 Oct 2025)
EllapsedTime: 107.3 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_0.99.1.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: aarch64-apple-darwin20
* R was compiled by
    Apple clang version 16.0.0 (clang-1600.0.26.6)
    GNU Fortran (GCC) 14.2.0
* running under: macOS Ventura 13.7.7
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘notameStats/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘notameStats’ version ‘0.99.1’
* 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 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 6.189  1.148   7.389
* 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-arm64/Resources/library’
* installing *source* package ‘notameStats’ ...
** this is package ‘notameStats’ version ‘0.99.1’
** 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 version 4.5.1 Patched (2025-09-10 r88807) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: aarch64-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 [2025-10-14 21:28:49] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-10-14 21:28:49] Cohen's D computed.
INFO [2025-10-14 21:28:49] Starting to compute Cohen's D between groups B & A
INFO [2025-10-14 21:28:49] Cohen's D computed.
INFO [2025-10-14 21:28:49] Starting to compute fold changes.
INFO [2025-10-14 21:28:49] Fold changes computed.
INFO [2025-10-14 21:28:49] Starting to compute fold changes.
INFO [2025-10-14 21:28:49] Fold changes computed.
INFO [2025-10-14 21:28:49] Starting linear regression.
INFO [2025-10-14 21:28:50] Linear regression performed.
INFO [2025-10-14 21:28:50] Starting linear regression.
INFO [2025-10-14 21:28:50] Linear regression performed.
INFO [2025-10-14 21:28:50] 
92% of features flagged for low quality
INFO [2025-10-14 21:28:50] Starting linear regression.
INFO [2025-10-14 21:28:50] Linear regression performed.
INFO [2025-10-14 21:28:50] Starting logistic regression
INFO [2025-10-14 21:28:51] Logistic regression performed.
INFO [2025-10-14 21:28:51] Starting logistic regression
INFO [2025-10-14 21:28:51] Logistic regression performed.
INFO [2025-10-14 21:28:51] Starting to compute Cohen's D between groups B & A
INFO [2025-10-14 21:28:51] Cohen's D computed.
INFO [2025-10-14 21:28:51] Starting to compute Cohen's D between groups C & A
INFO [2025-10-14 21:28:51] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups C & B
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-10-14 21:28:52] Cohen's D computed.
INFO [2025-10-14 21:28:52] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-10-14 21:28:53] Cohen's D computed.
INFO [2025-10-14 21:28:53] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:54] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-10-14 21:28:54] Cohen's D computed.
INFO [2025-10-14 21:28:55] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-10-14 21:28:55] Cohen's D computed.
INFO [2025-10-14 21:28:55] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-10-14 21:28:55] Cohen's D computed.
INFO [2025-10-14 21:28:55] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-10-14 21:28:55] Cohen's D computed.
INFO [2025-10-14 21:28:55] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-10-14 21:28:55] Cohen's D computed.
INFO [2025-10-14 21:28:55] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-10-14 21:28:55] Cohen's D computed.
INFO [2025-10-14 21:28:55] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-10-14 21:28:55] Cohen's D computed.
INFO [2025-10-14 21:28:55] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-10-14 21:28:55] Cohen's D computed.
INFO [2025-10-14 21:28:55] Starting paired tests for 1 & 2
INFO [2025-10-14 21:28:55] Found 20 complete pairs.
INFO [2025-10-14 21:28:55] Paired tests performed.
INFO [2025-10-14 21:28:55] Starting tests for 1 & 2
INFO [2025-10-14 21:28:55] Tests performed
INFO [2025-10-14 21:28:55] Starting tests for 1 & 3
INFO [2025-10-14 21:28:56] Tests performed
INFO [2025-10-14 21:28:56] Starting tests for 2 & 3
INFO [2025-10-14 21:28:56] Tests performed
INFO [2025-10-14 21:28:56] Starting tests for 1 & 2
INFO [2025-10-14 21:28:56] Tests performed
INFO [2025-10-14 21:28:56] Starting tests for 1 & 3
INFO [2025-10-14 21:28:56] Tests performed
INFO [2025-10-14 21:28:56] Starting tests for 2 & 3
INFO [2025-10-14 21:28:56] Tests performed
INFO [2025-10-14 21:28:56] Starting paired tests for 1 & 2
INFO [2025-10-14 21:28:56] Found 4 complete pairs.
INFO [2025-10-14 21:28:56] Paired tests performed.
INFO [2025-10-14 21:28:56] Starting paired tests for 1 & 3
INFO [2025-10-14 21:28:56] Found 4 complete pairs.
INFO [2025-10-14 21:28:56] Paired tests performed.
INFO [2025-10-14 21:28:56] Starting paired tests for 2 & 3
INFO [2025-10-14 21:28:56] Found 4 complete pairs.
INFO [2025-10-14 21:28:56] Paired tests performed.
INFO [2025-10-14 21:28:56] Starting paired tests for 1 & 2
INFO [2025-10-14 21:28:56] Found 8 complete pairs.
INFO [2025-10-14 21:28:57] Paired tests performed.
INFO [2025-10-14 21:28:57] Starting paired tests for 1 & 3
INFO [2025-10-14 21:28:57] Found 8 complete pairs.
INFO [2025-10-14 21:28:57] Paired tests performed.
INFO [2025-10-14 21:28:57] Starting paired tests for 2 & 3
INFO [2025-10-14 21:28:57] Found 8 complete pairs.
INFO [2025-10-14 21:28:57] Paired tests performed.
INFO [2025-10-14 21:28:57] Starting paired tests for 1 & 2
INFO [2025-10-14 21:28:57] Found 4 complete pairs.
INFO [2025-10-14 21:28:57] Paired tests performed.
INFO [2025-10-14 21:28:57] Starting paired tests for 1 & 3
INFO [2025-10-14 21:28:57] Found 4 complete pairs.
INFO [2025-10-14 21:28:57] Paired tests performed.
INFO [2025-10-14 21:28:57] Starting paired tests for 2 & 3
INFO [2025-10-14 21:28:57] Found 4 complete pairs.
INFO [2025-10-14 21:28:57] Paired tests performed.
INFO [2025-10-14 21:28:57] Starting tests for A & B
INFO [2025-10-14 21:28:58] Tests performed
INFO [2025-10-14 21:28:58] Starting paired tests for 1 & 2
INFO [2025-10-14 21:28:58] Found 20 complete pairs.
INFO [2025-10-14 21:28:58] Paired tests performed.
INFO [2025-10-14 21:28:58] Starting tests for 1 & 2
INFO [2025-10-14 21:28:58] Tests performed
INFO [2025-10-14 21:28:58] Starting tests for 1 & 3
INFO [2025-10-14 21:28:58] Tests performed
INFO [2025-10-14 21:28:58] Starting tests for 2 & 3
INFO [2025-10-14 21:28:59] Tests performed
INFO [2025-10-14 21:28:59] Starting tests for 1 & 2
INFO [2025-10-14 21:28:59] Tests performed
INFO [2025-10-14 21:28:59] Starting tests for 1 & 3
INFO [2025-10-14 21:28:59] Tests performed
INFO [2025-10-14 21:28:59] Starting tests for 2 & 3
INFO [2025-10-14 21:28:59] Tests performed
INFO [2025-10-14 21:28:59] Starting paired tests for 1 & 2
INFO [2025-10-14 21:28:59] Found 4 complete pairs.
INFO [2025-10-14 21:28:59] Paired tests performed.
INFO [2025-10-14 21:28:59] Starting paired tests for 1 & 3
INFO [2025-10-14 21:28:59] Found 4 complete pairs.
INFO [2025-10-14 21:28:59] Paired tests performed.
INFO [2025-10-14 21:28:59] Starting paired tests for 2 & 3
INFO [2025-10-14 21:28:59] Found 4 complete pairs.
INFO [2025-10-14 21:29:00] Paired tests performed.
INFO [2025-10-14 21:29:00] Starting correlation tests.
INFO [2025-10-14 21:29:00] Performing correlation tests for single object
INFO [2025-10-14 21:29:00] Correlation tests performed.
INFO [2025-10-14 21:29:00] Starting correlation tests.
INFO [2025-10-14 21:29:00] Starting correlation tests.
INFO [2025-10-14 21:29:00] Starting correlation tests.
INFO [2025-10-14 21:29:00] Starting correlation tests.
INFO [2025-10-14 21:29:00] Performing correlation tests for two objects
INFO [2025-10-14 21:29:00] Correlation tests performed.
INFO [2025-10-14 21:29:00] Starting correlation tests.
INFO [2025-10-14 21:29:00] Performing correlation tests for two objects
INFO [2025-10-14 21:29:00] Correlation tests performed.
INFO [2025-10-14 21:29:00] Starting paired tests for 1 & 2
INFO [2025-10-14 21:29:00] Found 20 complete pairs.
INFO [2025-10-14 21:29:00] Paired tests performed.
INFO [2025-10-14 21:29:00] Starting tests for A & B
INFO [2025-10-14 21:29:00] Tests performed
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]

[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
> 
> proc.time()
   user  system elapsed 
 16.569  12.632  16.242 

Example timings

notameStats.Rcheck/notameStats-Ex.timings

nameusersystemelapsed
cohens_d1.3040.2051.345
fit_rf0.0710.0160.086
fold_change0.1200.1400.129
importance_rf0.0680.0070.075
muvr_analysis4.5790.1724.774
perform_auc2.1110.8720.901
perform_correlation_tests1.4671.1851.170
perform_homoscedasticity_tests0.2240.2100.179
perform_kruskal_wallis0.1070.1510.100
perform_lm0.5520.3640.319
perform_lm_anova0.1550.1520.162
perform_lmer2.3630.9511.120
perform_logistic0.9310.5930.440
perform_non_parametric2.5041.9061.622
perform_oneway_anova0.1320.3020.193
perform_permanova0.3990.0910.498
perform_t_test0.4850.6890.651
pls2.2510.1612.491
pls_da6.1891.1487.389
summarize_results0.6170.3730.324
summary_statistics0.4520.4490.353