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The unadjusted and adjusted CFR estimates for MAR and MCAR missingness in survival outcomes and predictors Missing Completely at Random (MCAR).

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posted on 2021-09-15, 17:25 authored by Alpha Forna, Ilaria Dorigatti, Pierre Nouvellet, Christl A. Donnelly

The true CFR of the complete simulated data (without simulated missingness) is indicated by the red dotted horizontal line. Median and 95% confidence intervals are plotted. (The horizontal axis has been jittered for readability).

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    machine learning methodsinfectious disease epidemiology1 %&# 8211random &# 8212ml algorithmic frameworkmar across methods0 %&# 8211training data usedtraining dataincreasingly usedsample followoverall reductionoutbreak sizeoutbreak datalow levelshigh percentagesdataset sizesdatacentric approach40 %.16 %)

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