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Variational Approximation Methods

Published • Mar 31, 2017
NobleIDNI8P08W05R66S30
Authors:
Frank Rijmen
,
Minjeong Jeon
,
Sophia Rabe‐Hesketh

Abstract

Notwithstanding huge improvements in computational resources and advances in estimation methods, parameter estimation still remains a challenge for complex Item Response Theory (IRT) models, especially for models with random item effects. A general principle of variational approximation is the appro...

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