Formulation and Application of the Generalized Multilevel Facets Model
Bibliographic Data
| ID | 20282922 |
|---|---|
| Authors | Wen-Chung Wang (National Chung Cheng University), Wen‐chung Wang (0000-0001-6022-1567, National Chung Cheng University, corresponding author), Chih‐Yu Liu (0000-0002-2018-3401, National Chung Cheng University), Chih-Yu Liu (National Chung Cheng University) |
| Year | 2007 |
| Volume | 67 |
| Issue | 4 |
| Pages | 583-605 |
| Publication date | 2007-08-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Educational and Psychological Measurement (JOURNAL) |
| Journal identifiers | ISSN: 0013-1644 • E-ISSN: 1552-3888 |
| Publisher | SAGE Publications (PUBLISHER • US) |
| DOI | 10.1177/0013164406296974 |
| OpenAlex | W2043728396 |
| Language | EN |
| Citations received | 3 |
| References cited | 52 |
In this study, the authors develop a generalized multilevel facets model, which is not only a multilevel and two-parameter generalization of the facets model, but also a multilevel and facet generalization of the generalized partial credit model. Because the new model is formulated within a framework of nonlinear mixed models, no efforts are needed to develop parameter estimation procedures, and existing computer programs can be directly applied. Through simulations, the authors found that the parameters in the generalized multilevel facets model could be recovered fairly well using the SAS NLMIXED procedure. To illustrate applications of the new model, a real data set about ratings of household appliances was analyzed with gender, age, and education level as the Level 2 predictors. Further model generalization is discussed
Data mining · Facet (psychology) · Generalization · Generalized additive model · Generalized linear mixed model · Generalized linear model · Hierarchical database model · Hierarchical generalized linear model · Mathematical analysis · Multilevel model · Set (abstract data type) · Statistics · Applied Mathematics · Computer Science · Korean Urban and Social Studies · Mathematics · Psychology · Regional Economic and Spatial Analysis · Social Psychology · Spatial and Panel Data Analysis
Statistical Theories of Mental Test Scores
Handbook of Modern Item Response Theory
Generalized Latent Variable Modeling
Applying the Rasch Model
Item Response Theory
Item Response Theory
Explanatory Item Response Models
Generalized Linear Models
Full-Information Item Factor Analysis
Effects of Local Item Dependence on the Fit and Equating Performance of the Three-Parameter Logistic Model
A Rasch Model for Partial Credit Scoring
The Multidimensional Random Coefficients Multinomial Logit Model
Generalized Multilevel Structural Equation Modeling
The linear logistic test model as an instrument in educational research
Scaling Performance Assessments
A Generalized Partial Credit Model
A mixed‐effects multinomial logistic regression model
Applying the Rasch Model
A Componential IRT Model for Guilt
Robustness Studies in Covariance Structure Modeling
A rating formulation for ordered response categories
| Unique citing works | 3 |
|---|---|
| Citations per year | 0,19 |
| Citation span | 2010 - 2017 (8) |
| Citation velocity | historical |
| Highly cited | No |
| Citation types | Neutral: 3 |