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| Bayesian Statistics | 1 |
| Data Analysis | 1 |
| Inferences | 1 |
| Item Response Theory | 1 |
| Nonparametric Statistics | 1 |
| Sampling | 1 |
| Test Items | 1 |
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| Applied Psychological… | 1 |
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| Journal Articles | 1 |
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Peer reviewed
Direct linkKarabatsos, George; Sheu, Ching-Fan – Applied Psychological Measurement, 2004
This study introduces an order-constrained Bayes inference framework useful for analyzing data containing dichotomous scored item responses, under the assumptions of either the monotone homogeneity model or the double monotonicity model of nonparametric item response theory (NIRT). The framework involves the implementation of Gibbs sampling to…
Descriptors: Inferences, Nonparametric Statistics, Item Response Theory, Data Analysis
