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Statistics Ontology
Last uploaded:
July 19, 2024
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| Preferred Name | deviance | |
| Synonyms |
deviance |
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| Definitions |
Deviance is an indicator of fit and can be estimated by computing -2 times the log-likelihood ratio of the fitted model compared to a saturated(full) model. It is a generalization of the idea of using the sum of squares of residuals in ordinary least squares to cases where model-fitting is achieved by maximum likelihood. |
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| ID |
http://purl.obolibrary.org/obo/STATO_0000377 |
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| Creator |
Alejandra Gonzalez-Beltran Orlaith Burke Philippe Rocca-Serra
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| definition |
Deviance is an indicator of fit and can be estimated by computing -2 times the log-likelihood ratio of the fitted model compared to a saturated(full) model.
It is a generalization of the idea of using the sum of squares of residuals in ordinary least squares to cases where model-fitting is achieved by maximum likelihood.
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| definition source | ||
| has curation status | ||
| is about | ||
| label |
deviance
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| prefixIRI |
STATO:0000377
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| prefLabel |
deviance
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| R command |
https://stat.ethz.ch/R-manual/R-devel/library/stats/html/deviance.html |
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| STATO alternative term |
deviance
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| term editor |
Alejandra Gonzalez-Beltran Orlaith Burke Philippe Rocca-Serra
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| subClassOf |
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