Package: ShinyItemAnalysis 1.5.1

ShinyItemAnalysis: Test and Item Analysis via Shiny

Package including functions and interactive shiny application for the psychometric analysis of educational tests, psychological assessments, health-related and other types of multi-item measurements, or ratings from multiple raters.

Authors:Patricia Martinkova [aut, cre], Adela Hladka [aut], Jan Netik [aut], Ondrej Leder [ctb], Jakub Houdek [ctb], Lubomir Stepanek [ctb], Tomas Jurica [ctb], Jana Vorlickova [ctb]

ShinyItemAnalysis_1.5.1.tar.gz
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ShinyItemAnalysis_1.5.1.tgz(r-4.4-any)ShinyItemAnalysis_1.5.1.tgz(r-4.3-any)
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ShinyItemAnalysis.pdf |ShinyItemAnalysis.html✨
ShinyItemAnalysis/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/patriciamar/shinyitemanalysis/issues

Datasets:
  • AIBS - AIBS grant peer review scoring dataset
  • Anxiety - PROMIS Anxiety Scale Dataset
  • AttitudesExpulsion - Attitudes towards the Expulsion of the Sudeten Germans
  • BFI2 - BFI2 Dataset
  • CLoSEread6 - Czech Longitudinal Study in Education (CLoSE) - reading in 6th grade
  • CZmatura - CZmatura dataset
  • CZmaturaS - CZmatura dataset - sample
  • EPIA - The Eysenck Personality Inventory Impulsivity Subscale
  • GMAT - Dichotomous dataset based on GMAT with the same total score distribution for groups.
  • HCI - Homeostasis Concept Inventory dichotomous dataset
  • HCIdata - Homeostasis concept inventory full dataset
  • HCIgrads - Homeostasis concept inventory dataset of graduate students
  • HCIkey - Key of correct answers for homeostasis concept inventory dataset
  • HCIlong - Homeostasis Concept Inventory in a long format
  • HCIprepost - Homeostasis concept inventory pretest and posttest scores
  • HCItest - Homeostasis concept inventory multiple-choice dataset
  • HCItestretest - Homeostasis concept inventory test-retest dataset
  • HeightInventory - Height inventory dataset
  • LearningToLearn - Dichotomous dataset of learning to learn test
  • MSATB - Dichotomous dataset of Medical School Admission Test in Biology.
  • MSclinical - Clinical outcomes in multiple sclerosis patients dataset
  • NIH - NIH grant peer review scoring dataset
  • TestAnxietyCor - Correlation matrix for the test anxiety dataset
  • dataMedical - Dichotomous dataset of admission test to medical school
  • dataMedicalgraded - Graded dataset of admission test to medical school
  • dataMedicalkey - Key of correct answers for dataset of admission test to medical school
  • dataMedicaltest - Dataset of admission test to medical school

On CRAN:

assessmentdifferential-item-functioningitem-analysisitem-response-theorypsychometricsshiny

25 exports 37 stars 3.15 score 100 dependencies 2 dependents 2 mentions 101 scripts 691 downloads

Last updated 5 months agofrom:cb8e9f58e3. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 23 2024
R-4.5-winNOTEAug 23 2024
R-4.5-linuxNOTEAug 23 2024
R-4.4-winOKAug 23 2024
R-4.4-macOKAug 23 2024
R-4.3-winOKAug 23 2024
R-4.3-macOKAug 23 2024

Exports:%>%bliscoefDDplotDistractorAnalysisfa_parallelfit_blisgDiscrimget_orig_levelsggWrightMapICCrestrictedItemAnalysisnominal_to_intobtain_nrm_defplot_corrplotAdjacentplotCumulativeplotDIFirtplotDIFLogisticplotDistractorAnalysisplotMultinomialrecode_nrrun_appstartShinyItemAnalysistheme_app

Dependencies:admiscaudiobeeprbootbriocallrcliclustercodetoolscolorspacecpp11crayoncurldcurverdeltaPlotRDerivdescdiffobjdifRdigestdplyrevaluateexpmfansifarverfsfuturefuture.applygenericsggplot2globalsglueGPArotationgridExtragtableisobandjsonlitelabelinglatticelifecyclelistenvlme4ltmmagrittrMASSMatrixmgcvminqamirtmnormtmsmmunsellmvtnormnlmenloptrnnetparallellypbapplypermutepillarpkgbuildpkgconfigpkgloadpolycorpraiseprocessxprogressrpspsychpurrrR.methodsS3R.ooR.utilsR6RColorBrewerRcppRcppArmadilloRcppEigenrematch2rlangrprojrootRPushbulletrstudioapiscalessessioninfoSimDesignsnowstringistringrsurvivaltestthattibbletidyrtidyselectutf8vctrsveganviridisLitewaldowithr

Readme and manuals

Help Manual

Help pageTopics
ShinyItemAnalysis: Test and Item Analysis via ShinyShinyItemAnalysis-package ShinyItemAnalysis
AIBS grant peer review scoring datasetAIBS
PROMIS Anxiety Scale DatasetAnxiety
Attitudes towards the Expulsion of the Sudeten Germans (dataset)AttitudesExpulsion
BFI2 DatasetBFI2
BLIS S4 classBlisClass-class
Czech Longitudinal Study in Education (CLoSE) - reading in 6th gradeCLoSEread6
Get Coefficients from a fitted BLIS modelcoef,BlisClass-method
CZmatura datasetCZmatura
CZmatura dataset - sampleCZmaturaS
Dichotomous dataset of admission test to medical schooldataMedical
Graded dataset of admission test to medical schooldataMedicalgraded
Key of correct answers for dataset of admission test to medical schooldataMedicalkey
Dataset of admission test to medical schooldataMedicaltest
Plot difficulties and discriminations/item validityDDplot
Distractor analysisDistractorAnalysis
The Eysenck Personality Inventory Impulsivity SubscaleEPIA
Conduct Parallel Analysisfa_parallel
Fit Baseline-category Logit Intercept-Slope (BLIS) model on nominal datablis fit_blis
Compute generalized item discriminationgDiscrim
Get Original Levels from a Fitted BLIS modelget_orig_levels
Plot person-item map (Wright map) using 'ggplot2'ggWrightMap
Dichotomous dataset based on GMAT with the same total score distribution for groups.GMAT
Homeostasis Concept Inventory dichotomous datasetHCI
Homeostasis concept inventory full datasetHCIdata
Homeostasis concept inventory dataset of graduate studentsHCIgrads
Key of correct answers for homeostasis concept inventory datasetHCIkey
Homeostasis Concept Inventory in a long formatHCIlong
Homeostasis concept inventory pretest and posttest scoresHCIprepost
Homeostasis concept inventory multiple-choice datasetHCItest
Homeostasis concept inventory test-retest datasetHCItestretest
Height inventory datasetHeightInventory
Range-restricted reliability with intra-class correlationICCrestricted
Compute traditional item analysis indicesItemAnalysis
Dichotomous dataset of learning to learn testLearningToLearn
Dichotomous dataset of Medical School Admission Test in Biology.MSATB
Clinical outcomes in multiple sclerosis patients datasetMSclinical
NIH grant peer review scoring datasetNIH
Turn nominal (factor) data to integers, keep original levels with a key of correct responses alongsidenominal_to_int
Obtain model definition for 'mirt''s nominal model taking in account the key of correct answersobtain_nrm_def
Compute and plot an item correlation matrixplot_corr
Plot Method for Parallel Analysis Outputplot.sia_parallel
Plot category probabilities of adjacent category logit modelplotAdjacent
Plot cumulative and category probabilities of cumulative logit modelplotCumulative
Plot item characteristic curve of DIF IRT modelplotDIFirt
Function for characteristic curve of 2PL logistic DIF modelplotDIFLogistic
Plot item distractor analysisplotDistractorAnalysis
Plot category probabilities of multinomial modelplotMultinomial
Print method for BLIS coefficientsprint.blis_coefs
Recognize and recode not-reached responsesrecode_nr
Options consulted by ShinyItemAnalysisShinyItemAnalysis_options
Start ShinyItemAnalysis applicationrun_app startShinyItemAnalysis
Correlation matrix for the test anxiety datasetTestAnxietyCor
Complete theme for 'ShinyItemAnalysis' graphicstheme_app