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This page was generated on 2025-11-15 11:58 -0500 (Sat, 15 Nov 2025).

HostnameOSArch (*)R versionInstalled pkgs
nebbiolo2Linux (Ubuntu 24.04.3 LTS)x86_644.5.1 Patched (2025-08-23 r88802) -- "Great Square Root" 4903
taishanLinux (openEuler 24.03 LTS)aarch644.5.0 (2025-04-11) -- "How About a Twenty-Six" 4668
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: 2025-11-14 13:45 -0500 (Fri, 14 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
taishanLinux (openEuler 24.03 LTS) / aarch64  OK    OK    OK  


CHECK results for notameStats on nebbiolo2

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: /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:notameStats.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings notameStats_1.0.0.tar.gz
StartedAt: 2025-11-15 02:29:27 -0500 (Sat, 15 Nov 2025)
EndedAt: 2025-11-15 02:34:24 -0500 (Sat, 15 Nov 2025)
EllapsedTime: 297.3 seconds
RetCode: 0
Status:   OK  
CheckDir: notameStats.Rcheck
Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.22-bioc/R/bin/R CMD check --install=check:notameStats.install-out.txt --library=/home/biocbuild/bbs-3.22-bioc/R/site-library --timings notameStats_1.0.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.22-bioc/meat/notameStats.Rcheck’
* using R version 4.5.1 Patched (2025-08-23 r88802)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
    GNU Fortran (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0
* running under: Ubuntu 24.04.3 LTS
* using session charset: UTF-8
* 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_lmer              16.053  3.085   5.434
pls_da                    17.378  0.668  18.047
perform_auc               15.575  2.278   5.007
muvr_analysis             14.055  0.736  14.800
perform_non_parametric     7.710  4.373   3.998
pls                        7.966  0.871   8.753
perform_correlation_tests  4.713  2.664   3.090
perform_lm                 3.358  1.662   1.355
* 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 re-building of vignette outputs ... OK
* 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/bbs-3.22-bioc/R/bin/R CMD INSTALL notameStats
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.22-bioc/R/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 4.5.1 Patched (2025-08-23 r88802) -- "Great Square Root"
Copyright (C) 2025 The R Foundation for Statistical Computing
Platform: x86_64-pc-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 [2025-11-15 02:33:38] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-15 02:33:39] Cohen's D computed.
INFO [2025-11-15 02:33:39] Starting to compute Cohen's D between groups B & A
INFO [2025-11-15 02:33:39] Cohen's D computed.
INFO [2025-11-15 02:33:39] Starting to compute fold changes.
INFO [2025-11-15 02:33:40] Fold changes computed.
INFO [2025-11-15 02:33:40] Starting to compute fold changes.
INFO [2025-11-15 02:33:40] Fold changes computed.
INFO [2025-11-15 02:33:40] Starting linear regression.
INFO [2025-11-15 02:33:41] Linear regression performed.
INFO [2025-11-15 02:33:41] Starting linear regression.
INFO [2025-11-15 02:33:43] Linear regression performed.
INFO [2025-11-15 02:33:43] 
92% of features flagged for low quality
INFO [2025-11-15 02:33:43] Starting linear regression.
INFO [2025-11-15 02:33:44] Linear regression performed.
INFO [2025-11-15 02:33:44] Starting logistic regression
INFO [2025-11-15 02:33:46] Logistic regression performed.
INFO [2025-11-15 02:33:46] Starting logistic regression
INFO [2025-11-15 02:33:47] Logistic regression performed.
INFO [2025-11-15 02:33:48] Starting to compute Cohen's D between groups B & A
INFO [2025-11-15 02:33:48] Cohen's D computed.
INFO [2025-11-15 02:33:48] Starting to compute Cohen's D between groups C & A
INFO [2025-11-15 02:33:48] Cohen's D computed.
INFO [2025-11-15 02:33:48] Starting to compute Cohen's D between groups C & B
INFO [2025-11-15 02:33:48] Cohen's D computed.
INFO [2025-11-15 02:33:49] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-15 02:33:49] Cohen's D computed.
INFO [2025-11-15 02:33:49] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-15 02:33:50] Cohen's D computed.
INFO [2025-11-15 02:33:50] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-15 02:33:50] Cohen's D computed.
INFO [2025-11-15 02:33:50] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-15 02:33:50] Cohen's D computed.
INFO [2025-11-15 02:33:50] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-15 02:33:50] Cohen's D computed.
INFO [2025-11-15 02:33:50] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-15 02:33:51] Cohen's D computed.
INFO [2025-11-15 02:33:51] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-15 02:33:51] Cohen's D computed.
INFO [2025-11-15 02:33:51] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-15 02:33:51] Cohen's D computed.
INFO [2025-11-15 02:33:51] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-15 02:33:51] Cohen's D computed.
INFO [2025-11-15 02:33:52] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-15 02:33:52] Cohen's D computed.
INFO [2025-11-15 02:33:52] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-15 02:33:52] Cohen's D computed.
INFO [2025-11-15 02:33:52] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-15 02:33:52] Cohen's D computed.
INFO [2025-11-15 02:33:52] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-15 02:33:52] Cohen's D computed.
INFO [2025-11-15 02:33:53] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-15 02:33:53] Cohen's D computed.
INFO [2025-11-15 02:33:53] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-15 02:33:53] Cohen's D computed.
INFO [2025-11-15 02:33:53] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-15 02:33:53] Cohen's D computed.
INFO [2025-11-15 02:33:53] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-15 02:33:53] Cohen's D computed.
INFO [2025-11-15 02:33:54] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-15 02:33:54] Cohen's D computed.
INFO [2025-11-15 02:33:54] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-15 02:33:54] Cohen's D computed.
INFO [2025-11-15 02:33:54] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-15 02:33:54] Cohen's D computed.
INFO [2025-11-15 02:33:54] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-15 02:33:54] Cohen's D computed.
INFO [2025-11-15 02:33:55] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-15 02:33:55] Cohen's D computed.
INFO [2025-11-15 02:33:55] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-15 02:33:55] Cohen's D computed.
INFO [2025-11-15 02:33:55] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2025-11-15 02:33:55] Cohen's D computed.
INFO [2025-11-15 02:33:55] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2025-11-15 02:33:55] Cohen's D computed.
INFO [2025-11-15 02:33:56] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-15 02:33:56] Cohen's D computed.
INFO [2025-11-15 02:33:56] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-15 02:33:56] Cohen's D computed.
INFO [2025-11-15 02:33:56] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-15 02:33:56] Cohen's D computed.
INFO [2025-11-15 02:33:56] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2025-11-15 02:33:57] Cohen's D computed.
INFO [2025-11-15 02:33:57] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2025-11-15 02:33:57] Cohen's D computed.
INFO [2025-11-15 02:33:57] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2025-11-15 02:33:57] Cohen's D computed.
INFO [2025-11-15 02:33:57] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2025-11-15 02:33:57] Cohen's D computed.
INFO [2025-11-15 02:33:57] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2025-11-15 02:33:57] Cohen's D computed.
INFO [2025-11-15 02:33:58] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2025-11-15 02:33:58] Cohen's D computed.
INFO [2025-11-15 02:33:58] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2025-11-15 02:33:58] Cohen's D computed.
INFO [2025-11-15 02:33:58] Starting paired tests for 1 & 2
INFO [2025-11-15 02:33:58] Found 20 complete pairs.
INFO [2025-11-15 02:33:58] Paired tests performed.
INFO [2025-11-15 02:33:58] Starting tests for 1 & 2
INFO [2025-11-15 02:33:59] Tests performed
INFO [2025-11-15 02:33:59] Starting tests for 1 & 3
INFO [2025-11-15 02:33:59] Tests performed
INFO [2025-11-15 02:33:59] Starting tests for 2 & 3
INFO [2025-11-15 02:33:59] Tests performed
INFO [2025-11-15 02:33:59] Starting tests for 1 & 2
INFO [2025-11-15 02:33:59] Tests performed
INFO [2025-11-15 02:34:00] Starting tests for 1 & 3
INFO [2025-11-15 02:34:00] Tests performed
INFO [2025-11-15 02:34:00] Starting tests for 2 & 3
INFO [2025-11-15 02:34:00] Tests performed
INFO [2025-11-15 02:34:00] Starting paired tests for 1 & 2
INFO [2025-11-15 02:34:00] Found 4 complete pairs.
INFO [2025-11-15 02:34:00] Paired tests performed.
INFO [2025-11-15 02:34:00] Starting paired tests for 1 & 3
INFO [2025-11-15 02:34:00] Found 4 complete pairs.
INFO [2025-11-15 02:34:01] Paired tests performed.
INFO [2025-11-15 02:34:01] Starting paired tests for 2 & 3
INFO [2025-11-15 02:34:01] Found 4 complete pairs.
INFO [2025-11-15 02:34:01] Paired tests performed.
INFO [2025-11-15 02:34:01] Starting paired tests for 1 & 2
INFO [2025-11-15 02:34:01] Found 8 complete pairs.
INFO [2025-11-15 02:34:01] Paired tests performed.
INFO [2025-11-15 02:34:01] Starting paired tests for 1 & 3
INFO [2025-11-15 02:34:01] Found 8 complete pairs.
INFO [2025-11-15 02:34:01] Paired tests performed.
INFO [2025-11-15 02:34:01] Starting paired tests for 2 & 3
INFO [2025-11-15 02:34:01] Found 8 complete pairs.
INFO [2025-11-15 02:34:02] Paired tests performed.
INFO [2025-11-15 02:34:02] Starting paired tests for 1 & 2
INFO [2025-11-15 02:34:02] Found 4 complete pairs.
INFO [2025-11-15 02:34:02] Paired tests performed.
INFO [2025-11-15 02:34:02] Starting paired tests for 1 & 3
INFO [2025-11-15 02:34:02] Found 4 complete pairs.
INFO [2025-11-15 02:34:02] Paired tests performed.
INFO [2025-11-15 02:34:02] Starting paired tests for 2 & 3
INFO [2025-11-15 02:34:02] Found 4 complete pairs.
INFO [2025-11-15 02:34:03] Paired tests performed.
INFO [2025-11-15 02:34:03] Starting tests for A & B
INFO [2025-11-15 02:34:04] Tests performed
INFO [2025-11-15 02:34:04] Starting paired tests for 1 & 2
INFO [2025-11-15 02:34:04] Found 20 complete pairs.
INFO [2025-11-15 02:34:05] Paired tests performed.
INFO [2025-11-15 02:34:05] Starting tests for 1 & 2
INFO [2025-11-15 02:34:06] Tests performed
INFO [2025-11-15 02:34:06] Starting tests for 1 & 3
INFO [2025-11-15 02:34:06] Tests performed
INFO [2025-11-15 02:34:06] Starting tests for 2 & 3
INFO [2025-11-15 02:34:07] Tests performed
INFO [2025-11-15 02:34:07] Starting tests for 1 & 2
INFO [2025-11-15 02:34:07] Tests performed
INFO [2025-11-15 02:34:07] Starting tests for 1 & 3
INFO [2025-11-15 02:34:08] Tests performed
INFO [2025-11-15 02:34:08] Starting tests for 2 & 3
INFO [2025-11-15 02:34:08] Tests performed
INFO [2025-11-15 02:34:08] Starting paired tests for 1 & 2
INFO [2025-11-15 02:34:08] Found 4 complete pairs.
INFO [2025-11-15 02:34:08] Paired tests performed.
INFO [2025-11-15 02:34:08] Starting paired tests for 1 & 3
INFO [2025-11-15 02:34:08] Found 4 complete pairs.
INFO [2025-11-15 02:34:09] Paired tests performed.
INFO [2025-11-15 02:34:09] Starting paired tests for 2 & 3
INFO [2025-11-15 02:34:09] Found 4 complete pairs.
INFO [2025-11-15 02:34:09] Paired tests performed.
INFO [2025-11-15 02:34:09] Starting correlation tests.
INFO [2025-11-15 02:34:09] Performing correlation tests for single object
INFO [2025-11-15 02:34:09] Correlation tests performed.
INFO [2025-11-15 02:34:09] Starting correlation tests.
INFO [2025-11-15 02:34:09] Starting correlation tests.
INFO [2025-11-15 02:34:09] Starting correlation tests.
INFO [2025-11-15 02:34:09] Starting correlation tests.
INFO [2025-11-15 02:34:09] Performing correlation tests for two objects
INFO [2025-11-15 02:34:10] Correlation tests performed.
INFO [2025-11-15 02:34:10] Starting correlation tests.
INFO [2025-11-15 02:34:10] Performing correlation tests for two objects
INFO [2025-11-15 02:34:10] Correlation tests performed.
INFO [2025-11-15 02:34:10] Starting paired tests for 1 & 2
INFO [2025-11-15 02:34:10] Found 20 complete pairs.
INFO [2025-11-15 02:34:11] Paired tests performed.
INFO [2025-11-15 02:34:11] Starting tests for A & B
INFO [2025-11-15 02:34:11] Tests performed
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]

[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
> 
> proc.time()
   user  system elapsed 
 53.365  38.352  45.386 

Example timings

notameStats.Rcheck/notameStats-Ex.timings

nameusersystemelapsed
cohens_d3.3100.3513.372
fit_rf0.1790.0130.192
fold_change0.3400.4030.302
importance_rf0.2000.0520.179
muvr_analysis14.055 0.73614.800
perform_auc15.575 2.278 5.007
perform_correlation_tests4.7132.6643.090
perform_homoscedasticity_tests3.1071.4081.799
perform_kruskal_wallis1.9471.1700.711
perform_lm3.3581.6621.355
perform_lm_anova2.3851.2510.891
perform_lmer16.053 3.085 5.434
perform_logistic3.4191.4511.716
perform_non_parametric7.7104.3733.998
perform_oneway_anova1.7271.0380.791
perform_permanova1.8580.3911.598
perform_t_test1.3941.9951.828
pls7.9660.8718.753
pls_da17.378 0.66818.047
summarize_results2.3791.0681.486
summary_statistics2.0601.7680.931