These are some examples used in our book, Bayesian Networks in Educational Assessment.
- ACED Adaptive Content with Evidence-based Diagnosis. This one includes data from over 200 students.
- Lang Language Testing. A simple example based on a language test.
- EMSM Evidence Model/Student Model. A very simple assessment used to illustrate and test "docking" of student and evidence models.
- Mixnum Mixed-number subtraction. Bob Mislevy's conversion of Kumi Tatsuoka's classic mixed number subtraction assessment.
- LCMCMC Latent Class Markov Chain Monte Carlo. A simple latent class model used to illustrate MCMC.
- Samples Sample Bayes nets used in the book and tutorial.
- IRT 5 Item IRT. A simple IRT model rendered as a Bayesian network.
- miniACED A stripped down version of the ACED model for use in the tutorial.
- LearningNets An example for EM learning of network.
- Williamson Example A model checking example from David Williamson's dissertation.
- Value of Testing A simple example showing the use of Influence Diagrams?.
- BookExamples? Bayes nets used in the book as examples.
Feel free to add others.
Descriptions of the file formats used in the examples can be found in Tools
