Vilhelm Suksi
| Snapshot Date: 2026-01-12 13:45 -0500 (Mon, 12 Jan 2026) |
| 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) |
| Back to Multiple platform build/check report for BioC 3.22: simplified long |
|
This page was generated on 2026-01-15 11:59 -0500 (Thu, 15 Jan 2026).
| Hostname | OS | Arch (*) | R version | Installed pkgs |
|---|---|---|---|---|
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) | x86_64 | 4.5.2 (2025-10-31) -- "[Not] Part in a Rumble" | 4886 |
| taishan | Linux (openEuler 24.03 LTS) | aarch64 | 4.5.0 (2025-04-11) -- "How About a Twenty-Six" | 4672 |
| 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 1474/2361 | Hostname | OS / Arch | INSTALL | BUILD | CHECK | BUILD BIN | ||||||||
| notameStats 1.0.0 (landing page) Vilhelm Suksi
| nebbiolo2 | Linux (Ubuntu 24.04.3 LTS) / x86_64 | OK | OK | OK | | ||||||||
| taishan | Linux (openEuler 24.03 LTS) / aarch64 | OK | OK | OK | ||||||||||
|
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. |
| 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: 2026-01-13 12:21:41 -0000 (Tue, 13 Jan 2026) |
| EndedAt: 2026-01-13 12:29:09 -0000 (Tue, 13 Jan 2026) |
| EllapsedTime: 448.8 seconds |
| RetCode: 0 |
| Status: OK |
| CheckDir: notameStats.Rcheck |
| Warnings: 0 |
##############################################################################
##############################################################################
###
### 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 24.516 2.540 10.723
pls_da 26.299 0.340 28.056
muvr_analysis 20.416 0.656 25.456
perform_lmer 17.415 2.055 9.616
perform_non_parametric 11.910 5.109 9.490
perform_logistic 10.725 2.071 4.076
pls 11.675 0.761 13.247
perform_correlation_tests 7.640 2.798 6.118
perform_homoscedasticity_tests 4.507 1.577 4.367
perform_lm 4.183 1.333 2.798
* 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.
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)
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 [2026-01-13 12:28:01] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-01-13 12:28:02] Cohen's D computed.
INFO [2026-01-13 12:28:02] Starting to compute Cohen's D between groups B & A
INFO [2026-01-13 12:28:03] Cohen's D computed.
INFO [2026-01-13 12:28:03] Starting to compute fold changes.
INFO [2026-01-13 12:28:03] Fold changes computed.
INFO [2026-01-13 12:28:03] Starting to compute fold changes.
INFO [2026-01-13 12:28:04] Fold changes computed.
INFO [2026-01-13 12:28:04] Starting linear regression.
INFO [2026-01-13 12:28:06] Linear regression performed.
INFO [2026-01-13 12:28:07] Starting linear regression.
INFO [2026-01-13 12:28:10] Linear regression performed.
INFO [2026-01-13 12:28:10]
92% of features flagged for low quality
INFO [2026-01-13 12:28:10] Starting linear regression.
INFO [2026-01-13 12:28:13] Linear regression performed.
INFO [2026-01-13 12:28:13] Starting logistic regression
INFO [2026-01-13 12:28:17] Logistic regression performed.
INFO [2026-01-13 12:28:17] Starting logistic regression
INFO [2026-01-13 12:28:21] Logistic regression performed.
INFO [2026-01-13 12:28:21] Starting to compute Cohen's D between groups B & A
INFO [2026-01-13 12:28:21] Cohen's D computed.
INFO [2026-01-13 12:28:22] Starting to compute Cohen's D between groups C & A
INFO [2026-01-13 12:28:22] Cohen's D computed.
INFO [2026-01-13 12:28:22] Starting to compute Cohen's D between groups C & B
INFO [2026-01-13 12:28:22] Cohen's D computed.
INFO [2026-01-13 12:28:23] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-01-13 12:28:23] Cohen's D computed.
INFO [2026-01-13 12:28:24] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2026-01-13 12:28:24] Cohen's D computed.
INFO [2026-01-13 12:28:24] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-01-13 12:28:24] Cohen's D computed.
INFO [2026-01-13 12:28:24] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-01-13 12:28:25] Cohen's D computed.
INFO [2026-01-13 12:28:25] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2026-01-13 12:28:25] Cohen's D computed.
INFO [2026-01-13 12:28:25] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2026-01-13 12:28:25] Cohen's D computed.
INFO [2026-01-13 12:28:26] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-01-13 12:28:26] Cohen's D computed.
INFO [2026-01-13 12:28:26] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2026-01-13 12:28:26] Cohen's D computed.
INFO [2026-01-13 12:28:26] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2026-01-13 12:28:27] Cohen's D computed.
INFO [2026-01-13 12:28:27] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-01-13 12:28:27] Cohen's D computed.
INFO [2026-01-13 12:28:28] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2026-01-13 12:28:28] Cohen's D computed.
INFO [2026-01-13 12:28:28] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-01-13 12:28:28] Cohen's D computed.
INFO [2026-01-13 12:28:28] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-01-13 12:28:29] Cohen's D computed.
INFO [2026-01-13 12:28:29] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2026-01-13 12:28:29] Cohen's D computed.
INFO [2026-01-13 12:28:29] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2026-01-13 12:28:30] Cohen's D computed.
INFO [2026-01-13 12:28:30] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-01-13 12:28:30] Cohen's D computed.
INFO [2026-01-13 12:28:30] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2026-01-13 12:28:30] Cohen's D computed.
INFO [2026-01-13 12:28:30] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2026-01-13 12:28:31] Cohen's D computed.
INFO [2026-01-13 12:28:31] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-01-13 12:28:31] Cohen's D computed.
INFO [2026-01-13 12:28:31] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2026-01-13 12:28:32] Cohen's D computed.
INFO [2026-01-13 12:28:32] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-01-13 12:28:32] Cohen's D computed.
INFO [2026-01-13 12:28:32] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-01-13 12:28:33] Cohen's D computed.
INFO [2026-01-13 12:28:33] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-01-13 12:28:33] Cohen's D computed.
INFO [2026-01-13 12:28:33] Starting to compute Cohen's D between groups B & A from time change 2 - 1
INFO [2026-01-13 12:28:34] Cohen's D computed.
INFO [2026-01-13 12:28:34] Starting to compute Cohen's D between groups B & A from time change 3 - 1
INFO [2026-01-13 12:28:34] Cohen's D computed.
INFO [2026-01-13 12:28:34] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-01-13 12:28:34] Cohen's D computed.
INFO [2026-01-13 12:28:35] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-01-13 12:28:35] Cohen's D computed.
INFO [2026-01-13 12:28:35] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-01-13 12:28:35] Cohen's D computed.
INFO [2026-01-13 12:28:36] Starting to compute Cohen's D between groups B & A from time change 3 - 2
INFO [2026-01-13 12:28:36] Cohen's D computed.
INFO [2026-01-13 12:28:36] Starting to compute Cohen's D between groups C & A from time change 2 - 1
INFO [2026-01-13 12:28:36] Cohen's D computed.
INFO [2026-01-13 12:28:36] Starting to compute Cohen's D between groups C & A from time change 3 - 1
INFO [2026-01-13 12:28:37] Cohen's D computed.
INFO [2026-01-13 12:28:37] Starting to compute Cohen's D between groups C & A from time change 3 - 2
INFO [2026-01-13 12:28:37] Cohen's D computed.
INFO [2026-01-13 12:28:37] Starting to compute Cohen's D between groups C & B from time change 2 - 1
INFO [2026-01-13 12:28:37] Cohen's D computed.
INFO [2026-01-13 12:28:37] Starting to compute Cohen's D between groups C & B from time change 3 - 1
INFO [2026-01-13 12:28:38] Cohen's D computed.
INFO [2026-01-13 12:28:38] Starting to compute Cohen's D between groups C & B from time change 3 - 2
INFO [2026-01-13 12:28:38] Cohen's D computed.
INFO [2026-01-13 12:28:38] Starting paired tests for 1 & 2
INFO [2026-01-13 12:28:38] Found 20 complete pairs.
INFO [2026-01-13 12:28:38] Paired tests performed.
INFO [2026-01-13 12:28:39] Starting tests for 1 & 2
INFO [2026-01-13 12:28:39] Tests performed
INFO [2026-01-13 12:28:39] Starting tests for 1 & 3
INFO [2026-01-13 12:28:39] Tests performed
INFO [2026-01-13 12:28:40] Starting tests for 2 & 3
INFO [2026-01-13 12:28:40] Tests performed
INFO [2026-01-13 12:28:40] Starting tests for 1 & 2
INFO [2026-01-13 12:28:40] Tests performed
INFO [2026-01-13 12:28:41] Starting tests for 1 & 3
INFO [2026-01-13 12:28:41] Tests performed
INFO [2026-01-13 12:28:41] Starting tests for 2 & 3
INFO [2026-01-13 12:28:41] Tests performed
INFO [2026-01-13 12:28:42] Starting paired tests for 1 & 2
INFO [2026-01-13 12:28:42] Found 4 complete pairs.
INFO [2026-01-13 12:28:42] Paired tests performed.
INFO [2026-01-13 12:28:42] Starting paired tests for 1 & 3
INFO [2026-01-13 12:28:42] Found 4 complete pairs.
INFO [2026-01-13 12:28:42] Paired tests performed.
INFO [2026-01-13 12:28:43] Starting paired tests for 2 & 3
INFO [2026-01-13 12:28:43] Found 4 complete pairs.
INFO [2026-01-13 12:28:43] Paired tests performed.
INFO [2026-01-13 12:28:44] Starting paired tests for 1 & 2
INFO [2026-01-13 12:28:44] Found 8 complete pairs.
INFO [2026-01-13 12:28:44] Paired tests performed.
INFO [2026-01-13 12:28:44] Starting paired tests for 1 & 3
INFO [2026-01-13 12:28:44] Found 8 complete pairs.
INFO [2026-01-13 12:28:44] Paired tests performed.
INFO [2026-01-13 12:28:45] Starting paired tests for 2 & 3
INFO [2026-01-13 12:28:45] Found 8 complete pairs.
INFO [2026-01-13 12:28:45] Paired tests performed.
INFO [2026-01-13 12:28:45] Starting paired tests for 1 & 2
INFO [2026-01-13 12:28:45] Found 4 complete pairs.
INFO [2026-01-13 12:28:46] Paired tests performed.
INFO [2026-01-13 12:28:46] Starting paired tests for 1 & 3
INFO [2026-01-13 12:28:46] Found 4 complete pairs.
INFO [2026-01-13 12:28:46] Paired tests performed.
INFO [2026-01-13 12:28:46] Starting paired tests for 2 & 3
INFO [2026-01-13 12:28:46] Found 4 complete pairs.
INFO [2026-01-13 12:28:47] Paired tests performed.
INFO [2026-01-13 12:28:47] Starting tests for A & B
INFO [2026-01-13 12:28:49] Tests performed
INFO [2026-01-13 12:28:50] Starting paired tests for 1 & 2
INFO [2026-01-13 12:28:50] Found 20 complete pairs.
INFO [2026-01-13 12:28:51] Paired tests performed.
INFO [2026-01-13 12:28:52] Starting tests for 1 & 2
INFO [2026-01-13 12:28:52] Tests performed
INFO [2026-01-13 12:28:52] Starting tests for 1 & 3
INFO [2026-01-13 12:28:53] Tests performed
INFO [2026-01-13 12:28:54] Starting tests for 2 & 3
INFO [2026-01-13 12:28:54] Tests performed
INFO [2026-01-13 12:28:55] Starting tests for 1 & 2
INFO [2026-01-13 12:28:55] Tests performed
INFO [2026-01-13 12:28:56] Starting tests for 1 & 3
INFO [2026-01-13 12:28:56] Tests performed
INFO [2026-01-13 12:28:57] Starting tests for 2 & 3
INFO [2026-01-13 12:28:57] Tests performed
INFO [2026-01-13 12:28:58] Starting paired tests for 1 & 2
INFO [2026-01-13 12:28:58] Found 4 complete pairs.
INFO [2026-01-13 12:28:58] Paired tests performed.
INFO [2026-01-13 12:28:58] Starting paired tests for 1 & 3
INFO [2026-01-13 12:28:58] Found 4 complete pairs.
INFO [2026-01-13 12:28:59] Paired tests performed.
INFO [2026-01-13 12:28:59] Starting paired tests for 2 & 3
INFO [2026-01-13 12:28:59] Found 4 complete pairs.
INFO [2026-01-13 12:28:59] Paired tests performed.
INFO [2026-01-13 12:29:00] Starting correlation tests.
INFO [2026-01-13 12:29:00] Performing correlation tests for single object
INFO [2026-01-13 12:29:00] Correlation tests performed.
INFO [2026-01-13 12:29:00] Starting correlation tests.
INFO [2026-01-13 12:29:00] Starting correlation tests.
INFO [2026-01-13 12:29:00] Starting correlation tests.
INFO [2026-01-13 12:29:00] Starting correlation tests.
INFO [2026-01-13 12:29:00] Performing correlation tests for two objects
INFO [2026-01-13 12:29:01] Correlation tests performed.
INFO [2026-01-13 12:29:01] Starting correlation tests.
INFO [2026-01-13 12:29:01] Performing correlation tests for two objects
INFO [2026-01-13 12:29:01] Correlation tests performed.
INFO [2026-01-13 12:29:02] Starting paired tests for 1 & 2
INFO [2026-01-13 12:29:02] Found 20 complete pairs.
INFO [2026-01-13 12:29:03] Paired tests performed.
INFO [2026-01-13 12:29:03] Starting tests for A & B
INFO [2026-01-13 12:29:03] Tests performed
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
[ FAIL 0 | WARN 1 | SKIP 0 | PASS 88 ]
>
> proc.time()
user system elapsed
74.834 36.272 80.460
notameStats.Rcheck/notameStats-Ex.timings
| name | user | system | elapsed | |
| cohens_d | 2.916 | 0.407 | 3.670 | |
| fit_rf | 0.212 | 0.024 | 0.477 | |
| fold_change | 0.485 | 0.470 | 0.761 | |
| importance_rf | 0.265 | 0.070 | 0.353 | |
| muvr_analysis | 20.416 | 0.656 | 25.456 | |
| perform_auc | 24.516 | 2.540 | 10.723 | |
| perform_correlation_tests | 7.640 | 2.798 | 6.118 | |
| perform_homoscedasticity_tests | 4.507 | 1.577 | 4.367 | |
| perform_kruskal_wallis | 3.413 | 1.170 | 1.739 | |
| perform_lm | 4.183 | 1.333 | 2.798 | |
| perform_lm_anova | 3.247 | 1.200 | 2.097 | |
| perform_lmer | 17.415 | 2.055 | 9.616 | |
| perform_logistic | 10.725 | 2.071 | 4.076 | |
| perform_non_parametric | 11.910 | 5.109 | 9.490 | |
| perform_oneway_anova | 2.420 | 1.152 | 1.759 | |
| perform_permanova | 2.110 | 0.407 | 2.432 | |
| perform_t_test | 1.839 | 1.818 | 3.231 | |
| pls | 11.675 | 0.761 | 13.247 | |
| pls_da | 26.299 | 0.340 | 28.056 | |
| summarize_results | 3.304 | 1.068 | 1.874 | |
| summary_statistics | 2.854 | 1.664 | 1.690 | |