Modeling and testing differential item functioning in unidimensional binary item response models with a single continuous covariate: a functional data analysis approach

DOI10.1007/s11336-015-9473-xzbMath1345.62156OpenAlexW1179044544WikidataQ30979289 ScholiaQ30979289MaRDI QIDQ316757

Yang Liu, David Thissen, Brooke E. Magnus

Publication date: 27 September 2016

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11336-015-9473-x

zbMATH Keywords

item response theorysmoothing splinefunctional data analysispermutation testpenalized maximum likelihooddifferential item functioning

Mathematics Subject Classification ID

Related Items (3)

Semiparametric factor analysis for item-level response time data ⋮ Score‐based measurement invariance checks for Bayesian maximum‐a‐posteriori estimates in item response theory ⋮ Differential item functioning analyses of the Patient-reported outcomes measurement information system (PROMIS{\circledR}) measures: methods, challenges, advances, and future directions

Uses Software

• fda (R)
• Mplus
• SCORIGHT

Cites Work

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• High-dimensional exploratory item factor analysis by a Metropolis-Hastings Robbins-Monro algorithm
• Estimation of the mean of a multivariate normal distribution
• Estimating the dimension of a model
• Functional data analysis
• Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
• Item response theory with estimation of the latent population distribution using spline-based densities
• Generalized Linear Array Models with Applications to Multidimensional Smoothing
• Estimation of a Model with Multiple Indicators and Multiple Causes of a Single Latent Variable
• Estimating Smooth Monotone Functions
• Asymptotic Statistics
• A General Maximum Likelihood Analysis of Variance Components in Generalized Linear Models
• Model Selection for Multivariate Regression in Small Samples
• A new look at the statistical model identification

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