Inferences of associated latent variables by the observable test scores

Test scores, like the sum score, can be useful for making inferences about the latent variables. The conditions under which such test scores allow for inferences of the latent variables based on a "weaker" stochastic ordering are generalized to any monotone latent variable model for which the latent variables are associated. The generality of these conditions places the sum score, or indeed any test score, well beyond a mere intuitive measure or a relic from classical test theory.

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Publication Details

Journal
British Journal of Mathematical and Statistical Psychology
Published
2025-06-18
DOI
https://doi.org/10.1111/bmsp.70002
Primary Topic
Statistical Methods and Bayesian Inference
Type
article
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article

Inferences of associated latent variables by the observable test scores

Rudy Ligtvoet
British Journal of Mathematical and Statistical Psychology
Statistical Methods and Bayesian Inference
article

Inferences of associated latent variables by the observable test scores

Rudy Ligtvoet
article en

Abstract

Test scores, like the sum score, can be useful for making inferences about the latent variables. The conditions under which such test scores allow for inferences of the latent variables based on a "weaker" stochastic ordering are generalized to any monotone latent variable model for which the latent variables are associated. The generality of these conditions places the sum score, or indeed any test score, well beyond a mere intuitive measure or a relic from classical test theory.

British Journal of Mathematical and Statistical PsychologyVol. 79(1)
University Hospital Cologne (DE)
Openalex Percentile: Top 86%
Statistical Methods and Bayesian Inference
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