Package: monobinShiny 0.1.0

monobinShiny: Shiny User Interface for 'monobin' Package

This is an add-on package to the 'monobin' package that simplifies its use. It provides shiny-based user interface (UI) that is especially handy for less experienced 'R' users as well as for those who intend to perform quick scanning of numeric risk factors when building credit rating models. The additional functions implemented in 'monobinShiny' that do no exist in 'monobin' package are: descriptive statistics, special case and outliers imputation. The function descriptive statistics is exported and can be used in 'R' sessions independently from the user interface, while special case and outlier imputation functions are written to be used with shiny UI.

Authors:Andrija Djurovic [aut, cre]

monobinShiny_0.1.0.tar.gz
monobinShiny_0.1.0.zip(r-4.5)monobinShiny_0.1.0.zip(r-4.4)monobinShiny_0.1.0.zip(r-4.3)
monobinShiny_0.1.0.tgz(r-4.4-any)monobinShiny_0.1.0.tgz(r-4.3-any)
monobinShiny_0.1.0.tar.gz(r-4.5-noble)monobinShiny_0.1.0.tar.gz(r-4.4-noble)
monobinShiny_0.1.0.tgz(r-4.4-emscripten)monobinShiny_0.1.0.tgz(r-4.3-emscripten)
monobinShiny.pdf |monobinShiny.html✨
monobinShiny/json (API)
NEWS

# Install 'monobinShiny' in R:
install.packages('monobinShiny', repos = c('https://andrija-djurovic.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/andrija-djurovic/monobinshiny/issues

On CRAN:

2.70 score 1 stars 6 scripts 198 downloads 28 exports 83 dependencies

Last updated 3 years agofrom:99e0cebf86. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 09 2024
R-4.5-winNOTENov 09 2024
R-4.5-linuxNOTENov 09 2024
R-4.4-winNOTENov 09 2024
R-4.4-macNOTENov 09 2024
R-4.3-winNOTENov 09 2024
R-4.3-macNOTENov 09 2024

Exports:algo.uicheck.varscum.uidesc.reportdesc.statdi.serverdi.uidm.serverdm.uihide.dwnl.buttonsiso.uimb.servermb.uimono.inputs.checkmonobin.funmonobin.runmonobinShinyAppndr.sts.uinum.inputsout.imputepct.uisc.checksc.imputesync.m23sync.m23.impupd.dmupd.si.m23woe.ui

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacecommonmarkcrayoncrosstalkdata.tabledigestdplyrDTevaluatefansifarverfastmapfontawesomeforeignFormulafsgenericsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetshttpuvisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemonobinmunsellnlmennetpillarpkgconfigpromisesR6rappdirsRColorBrewerRcpprlangrmarkdownrpartrstudioapisassscalesshinyshinydashboardshinyjssourcetoolsstringistringrtibbletidyselecttinytexutf8vctrsviridisviridisLitewithrxfunxtableyaml

Readme and manuals

Help Manual

Help pageTopics
Server side for monobin functions' inputsalgo.ui
Check for categorical variables when importing the datacheck.vars
cum.bin - monobin functions' inputscum.ui
Descriptive statistics reportdesc.report
Descriptive statisticsdesc.stat
Descriptive statistics and imputation module - server sidedi.server
Descriptive statistics and imputation module - user interfacedi.ui
Data manager module - server sidedm.server
Data manager module - user interfacedm.ui
Hide download buttons from descriptive statistics modulehide.dwnl.buttons
iso.bin - monobin functions' inputsiso.ui
Monobin module - server sidemb.server
Monobin module - user interfacemb.ui
mdt.bin - monobin functions' inputsmdt.ui
Check for numeric arguments - monobin modulemono.inputs.check
Evaluation expression of the selected monobin function and its argumentsmonobin.fun
Run monobin algorithm for the selected inputsmonobin.run
Starts shiny application for the monobin packagemonobinShinyApp
ndr.bin / sts.bin - monobin functions' inputsndr.sts.ui
Numeric arguments - monobin modulenum.inputs
Outliers imputationout.impute
pct.bin - monobin functions' inputspct.ui
Special cases - check input valuessc.check
Special case imputationsc.impute
Sync between descriptive statistics and monobin module after data importsync.m23
Sync between descriptive statistics and monobin module after imputation processsync.m23.imp
Update data manager UI outputupd.dm
Sync between descriptive statistics and monobin moduleupd.si.m23
woe.bin - monobin functions' inputswoe.ui