SIAmodules: Modules for ShinyItemAnalysis.

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F23%3A00580452" target="_blank" >RIV/67985807:_____/23:00580452 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.psychoco.org/2023/program.html" target="_blank" >https://www.psychoco.org/2023/program.html</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

SIAmodules: Modules for ShinyItemAnalysis.

Popis výsledku v původním jazyce

ZÁKLADNÍ ÚDAJE: Psychoco 2023: Program. Zurich: University of Zurich, 2023. s. 88-88. [PSYCHOCO: International Workshop on Psychometric Computing. 08.06.2023-09.06.2023, Zurich]. ABSTRAKT: ShinyItemAnalysis (Martinková & Hladká, 2018) is an R package and Shiny application for interactive presentation of psychometric methods and for measurement data analysis. In this work, we present a new feature which is being introduced in the latest version of ShinyItemAnalysis, called 'SIA modules'. Add-on modules allow researchers and practitioners to offer new analytical methods for wider use. SIA modules are designed to integrate with and build upon the ShinyItemAnalysis interactive application, enabling them to leverage the existing infrastructure for tasks such as data uploading and processing. They can access a range of outputs from various analyses, including item response theory models, exploratory factor analysis, or differential item functioning models. Because SIA modules come in R packages (or extend the existing ones), they may come bundled with their own datasets, use compiled code, etc. We demonstrate the concepts using sample modules from the newly introduced SIAmodules R package.

Název v anglickém jazyce

SIAmodules: Modules for ShinyItemAnalysis.

Popis výsledku anglicky

ZÁKLADNÍ ÚDAJE: Psychoco 2023: Program. Zurich: University of Zurich, 2023. s. 88-88. [PSYCHOCO: International Workshop on Psychometric Computing. 08.06.2023-09.06.2023, Zurich]. ABSTRAKT: ShinyItemAnalysis (Martinková & Hladká, 2018) is an R package and Shiny application for interactive presentation of psychometric methods and for measurement data analysis. In this work, we present a new feature which is being introduced in the latest version of ShinyItemAnalysis, called 'SIA modules'. Add-on modules allow researchers and practitioners to offer new analytical methods for wider use. SIA modules are designed to integrate with and build upon the ShinyItemAnalysis interactive application, enabling them to leverage the existing infrastructure for tasks such as data uploading and processing. They can access a range of outputs from various analyses, including item response theory models, exploratory factor analysis, or differential item functioning models. Because SIA modules come in R packages (or extend the existing ones), they may come bundled with their own datasets, use compiled code, etc. We demonstrate the concepts using sample modules from the newly introduced SIAmodules R package.

Druh

O - Ostatní výsledky

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

<a href="/cs/project/GA21-03658S" target="_blank" >GA21-03658S: Teoretické základy výpočetní psychometrie</a><br>

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2023

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů