Faster Confidence Intervals for Item Response Theory via an Approximate Likelihood Profile.

Benjamin Paaßen Christina Göpfert Niels Pinkwart

Published in: EDM (2022)

Keyphrases

confidence intervals
item response theory
stopping rules
exact answers
sample size
student model
stochastic systems
markov chain
maximum likelihood
monte carlo
test set
data sets
tutoring system
variance reduction
machine learning
peer assessment
learning algorithm