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GGUM:一个用于拟合广义分级展开模型的R软件包。

GGUM: An R Package for Fitting the Generalized Graded Unfolding Model.

作者信息

Tendeiro Jorge N, Castro-Alvarez Sebastian

机构信息

University of Groningen, The Netherlands.

出版信息

Appl Psychol Meas. 2019 Mar;43(2):172-173. doi: 10.1177/0146621618772290. Epub 2018 May 7.

Abstract

In this article, the newly created GGUM R package is presented. This package finally brings the generalized graded unfolding model (GGUM) to the front stage for practitioners and researchers. It expands the possibilities of fitting this type of item response theory (IRT) model to settings that, up to now, were not possible (thus, beyond the limitations imposed by the widespread GGUM2004 software). The outcome is therefore a unique software, not limited by the dimensions of the data matrix or the operating system used. It includes various routines that allow fitting the model, checking model fit, plotting the results, and also interacting with GGUM2004 for those interested. The software should be of interest to all those who are interested in IRT in general or to ideal point models in particular.

摘要

在本文中,展示了新创建的GGUM R软件包。该软件包最终将广义分级展开模型(GGUM)带到了从业者和研究人员的面前。它扩展了将这种类型的项目反应理论(IRT)模型应用于迄今为止无法实现的设置的可能性(因此,超越了广泛使用的GGUM2004软件所施加的限制)。因此,结果是一个独特的软件,不受数据矩阵维度或所使用的操作系统的限制。它包括各种例程,可用于拟合模型、检查模型拟合情况、绘制结果,并且对于感兴趣的人还可以与GGUM2004进行交互。该软件应该会引起所有对一般IRT或特别是理想点模型感兴趣的人的兴趣。

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GGUM: An R Package for Fitting the Generalized Graded Unfolding Model.GGUM:一个用于拟合广义分级展开模型的R软件包。
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