There are several methods in IRT ability estimation,such as :
- expected a-posteriori ("EAP"),
- Bayes modal ("MAP"), weighted
- likelihood estimation ("WLE"),
- maximum likelihood ("ML"),
- expected a-posteriori for sum scores ("EAPsum")
Are there any guidelines as to when each is appropriate?