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Regularization Methods for Item Response and Paired Comparison Models.
| Call Number: | Libro Electrónico |
|---|---|
| Main Author: | |
| Format: | Electronic eBook |
| Language: | Inglés Alemán |
| Published: |
Göttingen :
Cuvillier Verlag,
2015.
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| Subjects: | |
| Online Access: | Texto completo |
Table of Contents:
- Danksagung; Zusammenfassung; Summary; Contents; 1. Introduction; 2. The Rasch Model; 3. Differential Item Functioning; 4. A Penalty Approach to Differential Item Functioning in Rasch Models; 5. Detection of Differential Item Functioning in Rasch Models by Boosting Techniques; 6. The Bradley-Terry Model; 7. Modelling Heterogeneity in Paired Comparison Data; 8. Extended Ordered Paired Comparison Models with Application to Football Data; 9. Prediction of Soccer Tournaments Based on Regularized Poisson Regression; 10. Conclusion and Outlook; Appendices.
- A. Visualization of Categorical Response ModelsB. Identifiability of the DIF Model; C. Additional Results for the WC1994 Data in Chapter 9; References.