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Supplementary material: Missing data methods for ICU SOFA scores in electronic health records studies: results from a Monte Carlo simulation.docx

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posted on 02.11.2021, 14:26 authored by Daniel L Brinton, Dee W Ford, Renee H. Martin, Kit N Simpson, Andrew J Goodwin, Annie N Simpson

Figure A1. Pooled odds ratios and 95% confidence intervals for in-hospital mortality across 1,000 simulations for the Missing at Random (MAR) and Missing Not at Random (MNAR) missing data mechanisms at 10%, 20%, and 30% missing SOFA score variables.

Figure A2. Comparison of relative bias of parameter estimates of the SOFA score among the methods for handling missingness at the composite-level in the logistic regression model predicting Death, with the MAR missing data mechanism.

Figure A3. Comparison of relative bias of parameter estimates of the SOFA score among the methods for handling missingness at the composite-level in the logistic regression model predicting Death, with the MNAR missing data mechanism.

Funding

Supported by the Health Resources and Services Administration (HRSA) of the U.S. Department of Health and Human Services (HHS) as part of the National Telehealth Center of Excellence Award (U66 RH31458-01-00).

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