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Expand Sample Size, BootStrap, ROC AUC calc stats workshop #385

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jonc101 opened this issue Oct 5, 2022 · 0 comments
Open

Expand Sample Size, BootStrap, ROC AUC calc stats workshop #385

jonc101 opened this issue Oct 5, 2022 · 0 comments
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jonc101 commented Oct 5, 2022

Predicted Confidence Intervals

Bootstrapping Confidence Intervals
or show AUC qROC calculation and compare

Mean estimate +/- 1.96 std errors
PPV estimate (mean estimate)
AUROC confidence interval
Dataset size necessary for prediction models / feature/covariate count???

Add basic primer on Type I & II error, alpha, Beta, Power.
Compare to Precision, Recall, False Discovery Rate

Odds Ratio explanation
@jonc101 jonc101 self-assigned this Oct 5, 2022
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