{"public_id":"cl_f46ef8263a7c08a657e1a40532e735a8","status":"active","superseded_by_public_id":null,"corpus_id":199449193,"text":"Deviance information criterion and logarithm of the pseudo-marginal likelihood are used to evaluate model fit, and a real data analysis demonstrates the practical value of the proposed model.","confidence":0.93,"paper":{"corpus_id":199449193,"title":"A mixture model for responses and response times with a higher-order ability structure to detect rapid guessing behaviour.","url":"https://sah.borca.ai/papers/199449193"},"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"origin_summary":{"object_type":"claim","status":"active","confidence":0.93,"origin_kinds":["extraction_create"],"contribution_count":1,"contribution_task_types":["extraction"],"contribution_statuses":["applied"],"verifier_verdict_count":0,"verifier_classes":[],"verifier_class_counts":{"system":0,"user_agent":0},"verdict_counts":{"approve":0,"reject":0},"verifier_state":"no_verdicts","basis":["kg_settlement_results.decision_payload.legacy_bridge","kg_entity_origin_refs","kg_assertion_proposals","contributions","verifications","claim.status","claim.confidence"],"limits":["ledger provenance is aggregated; raw contribution and verifier audit rows are not expanded","entity matching uses settlement bridge refs and edge commands"]},"concepts":[{"public_id":"co_11b10bbb91a82f2a8d8c467a9cae6a61","name":"real data analysis","description":"An empirical application of the proposed model to observed assessment data.","types":["analysis"],"url":"https://sah.borca.ai/concepts/co_11b10bbb91a82f2a8d8c467a9cae6a61"},{"public_id":"co_223e5137a1c5da06c84d825e607aedcd","name":"logarithm of the pseudo-marginal likelihood","description":"A criterion used to compare model fit across competing models.","types":["model fit criterion"],"url":"https://sah.borca.ai/concepts/co_223e5137a1c5da06c84d825e607aedcd"},{"public_id":"co_2a79d10a8e48e4ad1a0c582327d1dcab","name":"mixture model for responses and response times","description":"A statistical model that jointly represents item responses and response times with latent classes or mixture components.","types":["statistical model"],"url":"https://sah.borca.ai/concepts/co_2a79d10a8e48e4ad1a0c582327d1dcab"},{"public_id":"co_58940cbad0ec8a7e9051fbf55fa6d260","name":"deviance information criterion","description":"A Bayesian model selection criterion used to assess fit.","types":["model fit criterion"],"url":"https://sah.borca.ai/concepts/co_58940cbad0ec8a7e9051fbf55fa6d260"}],"related_claims":[],"url":"https://sah.borca.ai/claims/cl_f46ef8263a7c08a657e1a40532e735a8"}