Articles with "model polytomous" as a keyword



A restricted latent class model with polytomous attributes and respondent-level covariates

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Published in 2024 at "Behaviormetrika"

DOI: 10.1007/s41237-025-00271-8

Abstract: We present an exploratory restricted latent class model where response data is for a single time point, polytomous, and differing across items, and where latent classes reflect a multi-attribute state where each attribute is ordinal.… read more here.

Keywords: latent class; model; model polytomous; restricted latent ... See more keywords

Tracking Ordinal Development of Skills with a Longitudinal DINA Model with Polytomous Attributes

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Published in 2023 at "Applied Measurement in Education"

DOI: 10.1080/08957347.2023.2201702

Abstract: ABSTRACT Many educational and psychological studies have shown that the development of students is generally step-by-step (i.e. ordinal development) to a specific level. This study proposed a novel longitudinal learning diagnosis model with polytomous attributes… read more here.

Keywords: model polytomous; development; ordinal development; model ... See more keywords