and Zhang, Zhiyong and Yuan, Ke-Hai , title =

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stat.AP · 2026-08-07 · conditional · novelty 7.0

In a 504-dataset IRT corpus, flexible latent-density estimates departed from normality by at least 10 cumulative probability points in 56% of fits.

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How Common Are Estimated Latent-Distribution Departures From Normality? Evidence From 504 Item-Response Data Sets stat.AP · 2026-08-07 · conditional · none · ref 2
In a 504-dataset IRT corpus, flexible latent-density estimates departed from normality by at least 10 cumulative probability points in 56% of fits.