Identifiability conditions in cognitive diagnosis: Implications for Q‐matrix estimation algorithms
Abstract The Q‐matrix of a cognitively diagnostic assessment (CDA), documenting the item‐attribute associations, is a key component of any CDA. However, the true Q‐matrix underlying a CDA is never known and must be estimated—typically by content experts.
Hyunjoo Kim +2 more
wiley +1 more source
inMOTIFin: a lightweight end-to-end simulation software for regulatory sequences. [PDF]
Ferenc K +4 more
europepmc +1 more source
Bias and precision in true‐score estimation
Abstract We discuss two approaches to estimating the true score from classical test theory, each with a corresponding measure of uncertainty due to measurement error: the classical method with the standard error of measurement (SEM) and Kelley's method with the standard error of estimation (SEE).
L. Andries van der Ark +3 more
wiley +1 more source
USP22 knockdown attenuates <i>P. gingivalis</i>-induced EndoMT and CNS inflammation: a link between periodontitis and neuroinflammation. [PDF]
Wang H, Wang M, Shen J, Zhang H, Duan C.
europepmc +1 more source
Abstract Two classes of probabilistic models are compared: the true and error (TE) type models and models in the family of the basic local independence model (BLIM). The former finds applications in the study of human preference, whereas the latter has been developed within the theory of knowledge structures with the aim of producing knowledge ...
Luca Stefanutti +2 more
wiley +1 more source
Designing implicit population learners: a permutation-equivariant state space approach for brain disease diagnosis. [PDF]
Yang C.
europepmc +1 more source
Calibrating Bayesian inference
Abstract Bayesian statistics has gained popularity in psychological research due to its intuitive uncertainty quantification and convenient information‐updating rules. In many applications, however, prior distributions are introduced merely as instruments to facilitate computation, rather than as representations of genuine subjective belief ...
Yang Liu +2 more
wiley +1 more source
Methodological Insights from Low-Vacuum SEM for Morphological Analysis of Schwann Cells on Electrospun Scaffolds. [PDF]
Salazar-Aguilar P +6 more
europepmc +1 more source
Abstract Cognitive diagnostic models (CDMs) have become essential tools for providing fine‐grained information about individuals' mastery of cognitive skills. While prior reviews have emphasized statistical foundations and deep learning‐based developments, this article focuses on recent methodological innovations designed to address persistent ...
Chun Wang, Yale Quan, David Arthur
wiley +1 more source
The Semantic Units Framework, a technology-agnostic representational approach to FAIR and CLEAR knowledge infrastructures. [PDF]
Vogt L.
europepmc +1 more source

