Prior Distribution and Entropy in Computer Adaptive Testing Ability Estimation through MAP or EAP.
Joel Suárez-CansinoVirgilio López-MoralesLuis Roberto Morales-ManillaAdrián Alberto-RodríguezJulio César Ramos FernándezPublished in: Entropy (2023)
Keyphrases
- prior distribution
- maximum a posteriori
- item response theory
- posterior distribution
- bayesian framework
- markov random field
- image reconstruction
- maximum likelihood
- probability distribution
- parameter estimation
- generative model
- bayesian methods
- energy function
- machine learning
- prior information
- model selection
- em algorithm
- probability density function
- hyperparameters
- conditional probabilities
- graphical models
- active learning