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A Generalized Additive Partial-Mastery Cognitive Diagnosis Model

stat.ME · 2025-11-25 · unverdicted · novelty 7.0

The GaPM-CDM extends partial-mastery cognitive diagnosis models by representing each item response function as a mixture of nonparametric monotone functions of attributes, estimated via marginal maximum likelihood with sieve approximation.

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  • A Generalized Additive Partial-Mastery Cognitive Diagnosis Model stat.ME · 2025-11-25 · unverdicted · none · ref 11

    The GaPM-CDM extends partial-mastery cognitive diagnosis models by representing each item response function as a mixture of nonparametric monotone functions of attributes, estimated via marginal maximum likelihood with sieve approximation.