36 citations · 85 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
Applying the Network Item Response Model to Student Assessment Data
Alex Brodersen, Ick Hoon Jin, Ying Cheng +1
This study discusses an alternative tool for modeling student assessment data. The model constructs networks from a matrix item responses and attempts to represent these data in lo…