A doubly latent space joint model for local item and person dependence in the analysis of item response data

DOI10.1007/s11336-018-9630-0zbMath1431.62540arXiv1612.06887OpenAlexW2805048085WikidataQ89484074 ScholiaQ89484074MaRDI QIDQ2331156

Minjeong Jeon, Ick Hoon Jin

Publication date: 25 October 2019

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1612.06887

zbMATH Keywords

multilayer networklatent space modellocal dependenceitem response modelcognitive assessment

Mathematics Subject Classification ID

Sampling theory, sample surveys (62D05) Applications of statistics to psychology (62P15)

Related Items (5)

Bayesian Shrinkage for Functional Network Models, With Applications to Longitudinal Item Response Data ⋮ A latent space diffusion item response theory model to explore conditional dependence between responses and response times ⋮ Bayesian model selection for high-dimensional Ising models, with applications to educational data ⋮ Joint Latent Space Model for Social Networks with Multivariate Attributes ⋮ Mapping unobserved item-respondent interactions: a latent space item response model with interaction map

Uses Software

• kknn
• mirt
• bmds

Cites Work

• Unnamed Item
• Mixture of latent trait analyzers for model-based clustering of categorical data
• Rasch models for item bundles
• Limited information goodness-of-fit testing in multidimensional contingency tables
• Bayesian estimation of a multilevel IRT model using Gibbs sampling
• Modern multidimensional scaling. Theory and applications.
• Bayesian Multidimensional Scaling and Choice of Dimension
• Latent Space Approaches to Social Network Analysis
• 11 Applications of Multidimensional Scaling in Psychometrics
• Limited- and Full-Information Estimation and Goodness-of-Fit Testing in 2ⁿContingency Tables

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