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rare binary outcomes  (STATA Corporation)


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    STATA Corporation rare binary outcomes
    Rare Binary Outcomes, supplied by STATA Corporation, used in various techniques. Bioz Stars score: 99/100, based on 4388 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/rare+binary+outcomes/STATA+3%2E0/pm39477712-72-55-74
    Average 99 stars, based on 4388 article reviews
    rare binary outcomes - by Bioz Stars, 2026-10
    99/100 stars

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    Article Title: International multi-institutional external validation of preoperative risk scores for 30-day in-hospital mortality in paediatric patients.
    Article Snippet: To assessmodel discrimination, the area under the receiver operating characteristic curve (AUROC) and area under the precisionerecall curve (AUC-PR) were calculated, with the latter using the prtab package in Stata SE Version 18 (StataCorp LLC, College Station, TX, USA).29 The AUC-PR is more informative than the traditional AUROC in assessing the performance of models with rare binary outcomes.30 Model calibration was assessed graphically by plotting the observed and predicted outcomes using the pmcalplot package (Stata Version 18),31 and a slope and intercept of the linear predictor were calculated.32 The Brier score and integrated calibration index (ICI) were calculated as summary measures of model performance: the Brier score is an indicator of predictive accuracy, where lower model scores indicate superior accuracy, and the ICI is a summary of the weighted difference between observed and predicted probabilities, where lower values denote less calibration error.33,34 Finally, to assess the clinical utility of each model, a decision analytic curve was fit.



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    STATA Corporation rare binary outcomes
    Rare Binary Outcomes, supplied by STATA Corporation, used in various techniques. Bioz Stars score: 99/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/rare+binary+outcomes/STATA+3%2E0/pm39477712-72-55-74
    Average 99 stars, based on 1 article reviews
    rare binary outcomes - by Bioz Stars, 2026-10
    99/100 stars
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