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Comparison of Random Forest and Parametric Imputation Models for Imputing Missing Data Using MICE: A CALIBER Study

Multivariate imputation by chained equations (MICE) is commonly used for imputing missing data in epidemiologic research. The “true” imputation model may contain nonlinearities which are not included in default imputation models. Random forest imputation is a machine learning technique which can acc...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Shah, Anoop D., Bartlett, Jonathan W., Carpenter, James, Nicholas, Owen, Hemingway, Harry
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Oxford University Press 2014
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC3939843/
https://ncbi.nlm.nih.gov/pubmed/24589914
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/aje/kwt312
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