Ontology highlight
ABSTRACT:
SUBMITTER: Zhang Z
PROVIDER: S-EPMC7076190 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature
Zhang Zhaoyuan Z Zhang Jiwei J Lu Jing J Tao Jian J
Frontiers in psychology 20200310
With the increasing demanding for precision of test feedback, cognitive diagnosis models have attracted more and more attention to fine classify students whether has mastered some skills. The purpose of this paper is to propose a highly effective Pólya-Gamma Gibbs sampling algorithm (Polson et al., 2013) based on auxiliary variables to estimate the deterministic inputs, noisy "and" gate model (DINA) model that have been widely used in cognitive diagnosis study. The new algorithm avoids the Metro ...[more]