Assessing Fit of Unidimensional Item Response Theory Models Using a Bayesian Approach.

By Sandip Sinharay. 2005

130 citations recorded by the source corpus.

Subfields: Computer Networks and Communications, Management Science and Operations Research

View Paper: https://www.semanticscholar.org/paper/53a728779df78db876242928d813b852654dc145

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computer Networks and Communications

1. Jonathan Templin
2. Andre A. Rupp
3. Bethany Rittle-Johnson
4. Robert Henson
5. Emily R. Fyfe
6. M. Miller
7. Louis A. Roussos
8. Louis V. DiBello

In Management Science and Operations Research

1. Jonathan Templin
2. Robert Henson
3. Louis A. Roussos
4. Andre A. Rupp
5. Bethany Rittle-Johnson
6. Emily R. Fyfe
7. M. Miller
8. Louis V. DiBello

Citations in the corpus

• Performances of LOO and WAIC as IRT Model Selection Methods (2017, unknown): “, Beguin & Glas, 2001; Bolt & Lall, 2003; Cao & Stokes, 2008; Fox & Glas, 2003; Jiao & Zhang, 2015), the topic of Bayesian model checks and comparison in the IRT context has also received increasing attention (e.g., Levy, Mislevy, & Sinharay, 2009; Li, Xie, & Jiao, 2016; Sinharay, 2005; Sinharay, Jo”
• Unique Characteristics of Diagnostic Classification Models: A Comprehensive Review of the Current State-of-the-Art (2008, background): “The most influential state-of-the-art approach that has been developed and refined in recent years, however, is posterior predictive model checking (PPMC; Levy, Mislevy, & Sinharay, 2006, 2007; Sinharay, 2005; Sinharay, Johnson, & Stern, 2006).”
• The fusion model skills diagnosis system (2007, methodology): “This type of approach is called posterior predictive model checking (see Gelman et al., 1995; Gelman & Meng, 1996; Sinharay, 2005; Sinharay & Johnson, 2003).”
• A Systematic Review of the Methodology for Person Fit Research in Item Response Theory: Lessons about Generalizability of Inferences from the Design of Simulation Studies (2013, background): “…model and its subsequent refinement are key steps in any modeling endeavor to ensure trustworthy parameter inference from a sample of data to the population from which the data were sampled (e.g., Levy, 2011; Levy, Mislevy, & Sinharay, 2009; Sinharay, 2005; Sinharay, Johnson, & Stern, 2006).”
• The Influence of Relational Knowledge and Executive Function on Preschoolers’ Repeating Pattern Knowledge (2016, methodology): “Standardized residual values were calculated to estimate item fit to the data, with absolute values ≤ 1.96 used as an indication of good item fit (Sinharay, 2005).”