Validation Report - gamboostLSS@2.1.0
Context
This report is fully automated and builds on rhub/ref-image image. Documents the installation of this package on an open source R environment, focusing on:
- Installation environment description
- Testing coverage
It is limited to assess whether unit tests and documentation are present and can execute without error. An assessment would be required that the tests and documentation are meaningful.
Package gamboostLSS
Metric based risk assessment
The following metrics are derived from the riskmetric
R package.
has_news | 0 |
exported_namespace | 65 |
has_vignettes | 4 |
export_help | 65 |
has_website | TRUE |
has_maintainer | Benjamin Hofner benjamin.hofner@pei.de |
bugs_status | package DESCRIPTION does not have a BugReports field |
assess_size_codebase | 2710 |
has_source_control | https://github.com/boost-R/gamboostLSS |
has_bug_reports_url | 0 |
downloads_1yr | 14940 |
reverse_dependencies | 2 |
has_examples | 1 |
dependencies | 7 |
license | GPL-2 |
Package general assessment: Coverage, check results, size, download the last year, reverse dependencies and number of dependencies.
Dependencies
Overall the package has these dependencies:
package | type | |
---|---|---|
1 | mboost (>= 2.8-0) | Depends |
2 | stabs (>= 0.5-0) | Depends |
3 | parallel | Depends |
4 | graphics | Imports |
5 | grDevices | Imports |
6 | stats | Imports |
7 | utils | Imports |
Package dependencies
Reverse dependencies
Overall the package has 2 reverse dependencies:
FDboost, stabs
Namespace
Overall the package has 65 exported objects. 65 are documented:
as.families BetaLSS
TRUE TRUE
BetaMu BetaPhi
TRUE TRUE
blackboostLSS cvrisk.mboostLSS
TRUE TRUE
cvrisk.nc_mboostLSS DirichletAlpha
TRUE TRUE
DirichletLSS Families
TRUE TRUE
gamboostLSS gamboostLSS_intern
TRUE TRUE
gamlss.Families gamlss1parMu
TRUE TRUE
gamlss2parMu gamlss2parSigma
TRUE TRUE
gamlss3parMu gamlss3parNu
TRUE TRUE
gamlss3parSigma gamlss4parMu
TRUE TRUE
gamlss4parNu gamlss4parSigma
TRUE TRUE
gamlss4parTau GammaLSS
TRUE TRUE
GammaMu GammaSigma
TRUE TRUE
GaussianLSS GaussianMu
TRUE TRUE
GaussianSigma glmboostLSS
TRUE TRUE
LogLogLSS LogLogMu
TRUE TRUE
LogLogSigma LogNormalLSS
TRUE TRUE
LogNormalMu LogNormalSigma
TRUE TRUE
make.grid mboostLSS
TRUE TRUE
mboostLSS_fit model.weights
TRUE TRUE
NBinomialLSS NBinomialMu
TRUE TRUE
NBinomialSigma PI
TRUE TRUE
plot.cvriskLSS plot.gamboostLSS
TRUE TRUE
plot.glmboostLSS plot.nc_cvriskLSS
TRUE TRUE
plot.predint predict.mboostLSS
TRUE TRUE
predint selected
TRUE TRUE
selected.mboostLSS selected.stabsel_mboostLSS
TRUE TRUE
stabsel.mboostLSS StudentTDf
TRUE TRUE
StudentTLSS StudentTMu
TRUE TRUE
StudentTSigma WeibullLSS
TRUE TRUE
WeibullMu WeibullSigma
TRUE TRUE
weighted.median ZINBLSS
TRUE TRUE
ZIPoLSS
TRUE
Examples
There are 9 help pages with examples, from 9 (100.00 %).
NEWS
The package has NEWS file and it is current.
License
The package uses .
Installation environment
System Info
Field | Value |
---|---|
Image | rhub/ref-image |
OS | Ubuntu 24.04.2 LTS |
Platform | x86_64-pc-linux-gnu |
System | x86_64, linux-gnu |
Execution Time | 2025-03-19 03:29:31 UTC |
System information. Table about the system used to check the package.
R Session Info
Information about the R environment and capabilities:
R version 4.4.3 (2025-02-28)
Platform: x86_64-pc-linux-gnu
Running under: Ubuntu 24.04.2 LTS
Matrix products: default
BLAS: /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so; LAPACK version 3.12.0
locale:
[1] LC_CTYPE=C.UTF-8 LC_NUMERIC=C LC_TIME=C.UTF-8
[4] LC_COLLATE=C.UTF-8 LC_MONETARY=C.UTF-8 LC_MESSAGES=C.UTF-8
[7] LC_PAPER=C.UTF-8 LC_NAME=C LC_ADDRESS=C
[10] LC_TELEPHONE=C LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C
time zone: UTC
tzcode source: system (glibc)
attached base packages:
[1] tools stats graphics grDevices utils datasets methods
[8] base
loaded via a namespace (and not attached):
[1] riskreports_0.0.0.9003 compiler_4.4.3 fastmap_1.2.0
[4] cli_3.6.4 htmltools_0.5.8.1 yaml_2.3.10
[7] rmarkdown_2.29 knitr_1.50 jsonlite_1.9.1
[10] xfun_0.51 digest_0.6.37 rlang_1.1.5
[13] evaluate_1.0.3
Platform used:
OS.type file.sep dynlib.ext GUI endian pkgType path.sep
"unix" "/" ".so" "X11" "little" "source" ":"
r_arch
""
R’s capabilities:
jpeg png tiff tcltk X11 aqua
TRUE TRUE TRUE TRUE FALSE FALSE
http/ftp sockets libxml fifo cledit iconv
TRUE TRUE FALSE TRUE FALSE TRUE
NLS Rprof profmem cairo ICU long.double
TRUE TRUE TRUE TRUE TRUE TRUE
libcurl
TRUE
External software:
zlib
"1.3"
bzlib
"1.0.8, 13-Jul-2019"
xz
"5.4.5"
libdeflate
"1.19"
PCRE
"10.42 2022-12-11"
ICU
"74.2"
TRE
"TRE 0.8.0 R_fixes (BSD)"
iconv
"glibc 2.39"
readline
"8.2"
BLAS
"/usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3"
Graphics external software:
cairo cairoFT pango
"1.18.0" "" "1.52.1"
libpng jpeg libtiff
"1.6.43" "8.0" "LIBTIFF, Version 4.5.1"
Numerical characteristics of the machine:
double.eps double.neg.eps double.xmin
2.220446e-16 1.110223e-16 2.225074e-308
double.xmax double.base double.digits
1.797693e+308 2.000000e+00 5.300000e+01
double.rounding double.guard double.ulp.digits
5.000000e+00 0.000000e+00 -5.200000e+01
double.neg.ulp.digits double.exponent double.min.exp
-5.300000e+01 1.100000e+01 -1.022000e+03
double.max.exp integer.max sizeof.long
1.024000e+03 2.147484e+09 8.000000e+00
sizeof.longlong sizeof.longdouble sizeof.pointer
8.000000e+00 1.600000e+01 8.000000e+00
sizeof.time_t longdouble.eps longdouble.neg.eps
8.000000e+00 1.084202e-19 5.421011e-20
longdouble.digits longdouble.rounding longdouble.guard
6.400000e+01 5.000000e+00 0.000000e+00
longdouble.ulp.digits longdouble.neg.ulp.digits longdouble.exponent
-6.300000e+01 -6.400000e+01 1.500000e+01
longdouble.min.exp longdouble.max.exp
-1.638200e+04 1.638400e+04
Random number generation process:
[1] "Mersenne-Twister" "Inversion" "Rejection"
Information about the environment
Environmental and options variables affect how package checks and software in it might behave. Here is the environmental variables when running this report
_R_CHECK_SYSTEM_CLOCK_
FALSE
ACCEPT_EULA Y
ACTIONS_RUNNER_ACTION_ARCHIVE_CACHE
/opt/actionarchivecache
AGENT_TOOLSDIRECTORY /opt/hostedtoolcache
ANDROID_HOME /usr/local/lib/android/sdk
ANDROID_NDK /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_NDK_HOME /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_NDK_LATEST_HOME
/usr/local/lib/android/sdk/ndk/28.0.13004108
ANDROID_NDK_ROOT /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_SDK_ROOT /usr/local/lib/android/sdk
ANT_HOME /usr/share/ant
AZURE_EXTENSION_DIR /opt/az/azcliextensions
BOOTSTRAP_HASKELL_NONINTERACTIVE
1
BUNDLE_EXT linux-amd64.deb
CHROME_BIN /usr/bin/google-chrome
CHROMEWEBDRIVER /usr/local/share/chromedriver-linux64
CI true
CONDA /usr/share/miniconda
DEBIAN_FRONTEND noninteractive
DENO_DOM_PLUGIN /opt/quarto/bin/tools/x86_64/deno_dom/libplugin.so
DENO_NO_UPDATE_CHECK 1
DENO_TLS_CA_STORE system,mozilla
DEPLOYMENT_BASEPATH /opt/runner
DOTNET_MULTILEVEL_LOOKUP
0
DOTNET_NOLOGO 1
DOTNET_SKIP_FIRST_TIME_EXPERIENCE
1
EDGEWEBDRIVER /usr/local/share/edge_driver
EDITOR vi
GECKOWEBDRIVER /usr/local/share/gecko_driver
GHCUP_INSTALL_BASE_PREFIX
/usr/local
GITHUB_ACTION __run_2
GITHUB_ACTION_REF
GITHUB_ACTION_REPOSITORY
GITHUB_ACTIONS true
GITHUB_ACTOR llrs-roche
GITHUB_ACTOR_ID 185338939
GITHUB_API_URL https://api.github.com
GITHUB_BASE_REF
GITHUB_ENV /home/runner/work/_temp/_runner_file_commands/set_env_2ce58585-a4b5-44f5-8f77-d87ad76a2637
GITHUB_EVENT_NAME schedule
GITHUB_EVENT_PATH /home/runner/work/_temp/_github_workflow/event.json
GITHUB_GRAPHQL_URL https://api.github.com/graphql
GITHUB_HEAD_REF
GITHUB_JOB main
GITHUB_OUTPUT /home/runner/work/_temp/_runner_file_commands/set_output_2ce58585-a4b5-44f5-8f77-d87ad76a2637
GITHUB_PATH /home/runner/work/_temp/_runner_file_commands/add_path_2ce58585-a4b5-44f5-8f77-d87ad76a2637
GITHUB_REF refs/heads/main
GITHUB_REF_NAME main
GITHUB_REF_PROTECTED false
GITHUB_REF_TYPE branch
GITHUB_REPOSITORY pharmaR/pharmapkgs
GITHUB_REPOSITORY_ID 798326913
GITHUB_REPOSITORY_OWNER
pharmaR
GITHUB_REPOSITORY_OWNER_ID
42115094
GITHUB_RETENTION_DAYS 90
GITHUB_RUN_ATTEMPT 1
GITHUB_RUN_ID 13938154436
GITHUB_RUN_NUMBER 139
GITHUB_SERVER_URL https://github.com
GITHUB_SHA e08b400d1a286e18e3bfb99262514016e0af1624
GITHUB_STATE /home/runner/work/_temp/_runner_file_commands/save_state_2ce58585-a4b5-44f5-8f77-d87ad76a2637
GITHUB_STEP_SUMMARY /home/runner/work/_temp/_runner_file_commands/step_summary_2ce58585-a4b5-44f5-8f77-d87ad76a2637
GITHUB_TRIGGERING_ACTOR
llrs-roche
GITHUB_WORKFLOW Update package repositories
GITHUB_WORKFLOW_REF pharmaR/pharmapkgs/.github/workflows/update-repos.yml@refs/heads/main
GITHUB_WORKFLOW_SHA e08b400d1a286e18e3bfb99262514016e0af1624
GITHUB_WORKSPACE /home/runner/work/pharmapkgs/pharmapkgs
GOROOT_1_21_X64 /opt/hostedtoolcache/go/1.21.13/x64
GOROOT_1_22_X64 /opt/hostedtoolcache/go/1.22.12/x64
GOROOT_1_23_X64 /opt/hostedtoolcache/go/1.23.7/x64
GRADLE_HOME /usr/share/gradle-8.13
HOME /home/runner
HOMEBREW_CLEANUP_PERIODIC_FULL_DAYS
3650
HOMEBREW_NO_AUTO_UPDATE
1
ImageOS ubuntu24
ImageVersion 20250309.1.0
INVOCATION_ID 6037dc8f08514ea9b696fae55211a51a
JAVA_HOME /usr/lib/jvm/temurin-17-jdk-amd64
JAVA_HOME_11_X64 /usr/lib/jvm/temurin-11-jdk-amd64
JAVA_HOME_17_X64 /usr/lib/jvm/temurin-17-jdk-amd64
JAVA_HOME_21_X64 /usr/lib/jvm/temurin-21-jdk-amd64
JAVA_HOME_8_X64 /usr/lib/jvm/temurin-8-jdk-amd64
JOURNAL_STREAM 8:8201
LANG C.UTF-8
LD_LIBRARY_PATH /opt/R/4.4.3/lib/R/lib:/usr/local/lib:/usr/lib/x86_64-linux-gnu:/usr/lib/jvm/temurin-17-jdk-amd64/lib/server:/opt/R/4.4.3/lib/R/lib:/usr/local/lib:/usr/lib/x86_64-linux-gnu:/usr/lib/jvm/temurin-17-jdk-amd64/lib/server
LN_S ln -s
LOGGER_LOG_LEVEL DEBUG
MAKE make
MEMORY_PRESSURE_WATCH /sys/fs/cgroup/system.slice/runner-provisioner.service/memory.pressure
MEMORY_PRESSURE_WRITE c29tZSAyMDAwMDAgMjAwMDAwMAA=
NOT_CRAN true
NVM_DIR /home/runner/.nvm
PAGER /usr/bin/pager
PATH /snap/bin:/home/runner/.local/bin:/opt/pipx_bin:/home/runner/.cargo/bin:/home/runner/.config/composer/vendor/bin:/usr/local/.ghcup/bin:/home/runner/.dotnet/tools:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
PERFLOG_LOCATION_SETTING
RUNNER_PERFLOG
PHARMAPKGS_EXCLUDED_METRICS
assess_covr_coverage,assess_r_cmd_check
PHARMAPKGS_LIMIT 100
PHARMAPKGS_PLATFORM ubuntu-22.04
PHARMAPKGS_R_VERSION 4.4
PHARMAPKGS_REMOTE_REPO
https://cloud.r-project.org/
PIPX_BIN_DIR /opt/pipx_bin
PIPX_HOME /opt/pipx
PKGCACHE_HTTP_VERSION 2
PKGLOAD_PARENT_TEMPDIR
/tmp/Rtmp3gFRHN
POWERSHELL_DISTRIBUTION_CHANNEL
GitHub-Actions-ubuntu24
PROCESSX_PS1c2c10728f22_1742354966
YES
PWD /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_BIN_PATH /opt/quarto/bin
QUARTO_DENO /opt/quarto/bin/tools/x86_64/deno
QUARTO_DOCUMENT_PATH /home/runner/work/pharmapkgs/pharmapkgs/inst/report
QUARTO_PROFILE
QUARTO_PROJECT_DIR /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_PROJECT_ROOT /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_ROOT /
QUARTO_SHARE_PATH /opt/quarto/share
R_ARCH
R_BROWSER xdg-open
R_BZIPCMD /usr/bin/bzip2
R_DOC_DIR /opt/R/4.4.3/lib/R/doc
R_GZIPCMD /usr/bin/gzip
R_HOME /opt/R/4.4.3/lib/R
R_INCLUDE_DIR /opt/R/4.4.3/lib/R/include
R_LIB_FOR_PAK /opt/R/4.4.3/lib/R/site-library
R_LIBS_SITE /opt/R/4.4.3/lib/R/site-library
R_LIBS_USER /home/runner/work/_temp/Library
R_PAPERSIZE letter
R_PAPERSIZE_USER letter
R_PDFVIEWER /usr/bin/xdg-open
R_PLATFORM x86_64-pc-linux-gnu
R_PRINTCMD /usr/bin/lpr
R_RD4PDF times,inconsolata,hyper
R_SESSION_TMPDIR /tmp/Rtmp3n4fEl
R_SHARE_DIR /opt/R/4.4.3/lib/R/share
R_STRIP_SHARED_LIB strip --strip-unneeded
R_STRIP_STATIC_LIB strip --strip-debug
R_TEXI2DVICMD /usr/bin/texi2dvi
R_UNZIPCMD /usr/bin/unzip
R_ZIPCMD /usr/bin/zip
RUNNER_ARCH X64
RUNNER_ENVIRONMENT github-hosted
RUNNER_NAME GitHub-Actions-1000000597
RUNNER_OS Linux
RUNNER_PERFLOG /home/runner/perflog
RUNNER_TEMP /home/runner/work/_temp
RUNNER_TOOL_CACHE /opt/hostedtoolcache
RUNNER_TRACKING_ID github_d51345bf-bdf6-4dd6-baca-3c2af67f55c1
RUNNER_USER runner
RUNNER_WORKSPACE /home/runner/work/pharmapkgs
SED /usr/bin/sed
SELENIUM_JAR_PATH /usr/share/java/selenium-server.jar
SGX_AESM_ADDR 1
SHLVL 1
STATS_D true
STATS_D_D true
STATS_D_TC true
STATS_EXT true
STATS_EXTP https://provjobdprod.z13.web.core.windows.net/settings/provjobdsettings-latest/provjobd.data
STATS_PIP false
STATS_RDCL true
STATS_TRP true
STATS_UE true
STATS_V3PS true
STATS_VMD true
STATS_VMFE true
SWIFT_PATH /usr/share/swift/usr/bin
SYSTEMD_EXEC_PID 830
TAR /usr/bin/tar
TZ UTC
USER runner
VCPKG_INSTALLATION_ROOT
/usr/local/share/vcpkg
XDG_CONFIG_HOME /home/runner/.config
XDG_RUNTIME_DIR /run/user/1001
These are the options set to generate the report:
$add.smooth
[1] TRUE
$bitmapType
[1] "cairo"
$browser
[1] "xdg-open"
$browserNLdisabled
[1] FALSE
$callr.condition_handler_cli_message
function (msg)
{
custom_handler <- getOption("cli.default_handler")
if (is.function(custom_handler)) {
custom_handler(msg)
}
else {
cli_server_default(msg)
}
}
<bytecode: 0x55b80e864330>
<environment: namespace:cli>
$catch.script.errors
[1] FALSE
$CBoundsCheck
[1] FALSE
$check.bounds
[1] FALSE
$citation.bibtex.max
[1] 1
$continue
[1] "+ "
$contrasts
unordered ordered
"contr.treatment" "contr.poly"
$covr.record_tests
[1] TRUE
$defaultPackages
[1] "datasets" "utils" "grDevices" "graphics" "stats" "methods"
$demo.ask
[1] "default"
$deparse.cutoff
[1] 60
$device
function (width = 7, height = 7, ...)
{
grDevices::pdf(NULL, width, height, ...)
}
<bytecode: 0x55b80de3a6f8>
<environment: namespace:knitr>
$device.ask.default
[1] FALSE
$digits
[1] 7
$dvipscmd
[1] "dvips"
$echo
[1] FALSE
$editor
[1] "vi"
$encoding
[1] "native.enc"
$example.ask
[1] "default"
$expressions
[1] 5000
$help.search.types
[1] "vignette" "demo" "help"
$help.try.all.packages
[1] FALSE
$htmltools.preserve.raw
[1] TRUE
$HTTPUserAgent
[1] "R/4.4.3 R (4.4.3 x86_64-pc-linux-gnu x86_64 linux-gnu) on GitHub Actions"
$internet.info
[1] 2
$keep.parse.data
[1] TRUE
$keep.parse.data.pkgs
[1] FALSE
$keep.source
[1] FALSE
$keep.source.pkgs
[1] FALSE
$knitr.in.progress
[1] TRUE
$locatorBell
[1] TRUE
$mailer
[1] "mailto"
$matprod
[1] "default"
$max.contour.segments
[1] 25000
$max.print
[1] 99999
$menu.graphics
[1] TRUE
$na.action
[1] "na.omit"
$Ncpus
[1] 1
$nwarnings
[1] 50
$OutDec
[1] "."
$pager
[1] "/opt/R/4.4.3/lib/R/bin/pager"
$papersize
[1] "letter"
$PCRE_limit_recursion
[1] NA
$PCRE_study
[1] FALSE
$PCRE_use_JIT
[1] TRUE
$pdfviewer
[1] "/usr/bin/xdg-open"
$pkgType
[1] "source"
$printcmd
[1] "/usr/bin/lpr"
$prompt
[1] "> "
$repos
CRAN
"https://cran.rstudio.com"
$rl_word_breaks
[1] " \t\n\"\\'`><=%;,|&{()}"
$rlang_trace_top_env
<environment: R_GlobalEnv>
$scipen
[1] 0
$show.coef.Pvalues
[1] TRUE
$show.error.messages
[1] TRUE
$show.signif.stars
[1] TRUE
$showErrorCalls
[1] TRUE
$showNCalls
[1] 50
$showWarnCalls
[1] FALSE
$str
$str$strict.width
[1] "no"
$str$digits.d
[1] 3
$str$vec.len
[1] 4
$str$list.len
[1] 99
$str$deparse.lines
NULL
$str$drop.deparse.attr
[1] TRUE
$str$formatNum
function (x, ...)
format(x, trim = TRUE, drop0trailing = TRUE, ...)
<environment: 0x55b80dd3f688>
$str.dendrogram.last
[1] "`"
$texi2dvi
[1] "/usr/bin/texi2dvi"
$tikzMetricsDictionary
[1] "validation_report_gamboostLSS_v2.1.0-tikzDictionary"
$timeout
[1] 60
$try.outFile
A connection with
description ""
class "file"
mode "w+b"
text "binary"
opened "opened"
can read "yes"
can write "yes"
$ts.eps
[1] 1e-05
$ts.S.compat
[1] FALSE
$unzip
[1] "/usr/bin/unzip"
$useFancyQuotes
[1] FALSE
$verbose
[1] FALSE
$warn
[1] 0
$warning.length
[1] 1000
$warnPartialMatchArgs
[1] FALSE
$warnPartialMatchAttr
[1] FALSE
$warnPartialMatchDollar
[1] FALSE
$width
[1] 80