36 citations · 65 across the 9 of their papers we have counts for
4 papers · 1 filter
Comparing multiple latent space embeddings using topological analysis
Kisung You, Ilmun Kim, Ick Hoon Jin +2
The latent space model is one of the well-known methods for statistical inference of network data. While the model has been much studied for a single network, it has not attracted…
A Latent Space Accumulator Model for Response Time: Applications to Cognitive Assessment Data
Ick Hoon Jin, Jonghyun Yun, Hyunjoo Kim +1
Response time has attracted increased interest in educational and psychological assessment for, e.g., measuring test takers' processing speed, improving the measurement accuracy of…
Mapping unobserved item-respondent interactions: A latent space item response model with interaction map
Minjeong Jeon, Ick Hoon Jin, Michael Schweinberger +1
Classic item response models assume that all items with the same difficulty have the same response probability among all respondents with the same ability. These assumptions, howev…
Bayesian Shrinkage for Functional Network Models, with Applications to Longitudinal Item Response Data
Jaewoo Park, Yeseul Jeon, Minsuk Shin +2
Longitudinal item response data are common in social science, educational science, and psychology, among other disciplines. Studying the time-varying relationships between items is…