HighDimenCDM - Stochastic EM Algorithm for High-Dimensional Cognitive Diagnosis
Models
Provides stochastic expectation-maximization (stEM)
algorithms for estimating high-dimensional cognitive diagnosis
models. The package implements stochastic EM algorithms for
cognitive diagnosis models with a large number of attributes.
It includes estimation functions and example datasets for model
fitting and analysis. The methods are described in Ma, W.,
Wang, K., and Xu, G. (Accepted). "Parameter estimation of
cognitive diagnosis models with stochastic EM algorithm."
Behaviometrika.
