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Calibration describes how accurately the estimates or predictions of survival from a model reflect the survival in the observed data [ 3, 9].
However, the 'data' for the second stage are estimates or predictions from stage 1 and hence have an associated error that should be carried through to the next stage of analysis.
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Our exposure model provided spatially and temporally resolved predictions over the course of follow-up, which likely limits exposure misclassification compared with a single annual estimate or predictions from a central monitoring location.
Overfitting increased the standard errors of the estimates, but had no visible impact on the estimates or on prediction of the breeding values.
Different schedules of the chemotherapy and different schedules of supportive G-CSF treatment provide additional information which can be used to improve toxicity estimates or to validate model predictions.
This method assigned several other MRs to various GPCR families, but gave no numerical scores or estimates of prediction reliability.
Here a more refined regression analysis is performed in which 1) measurement error is systematically taken into account, and 2) interval estimates (e.g., confidence or prediction intervals) are produced.
Malaria impact of large dams in sub-Saharan Africa: maps, estimates and predictions.
The most popular method for obtaining tree-based estimates of prediction error (or expected deviance) is V-fold cross-validation.
Across all three populations, using either ORs or PLRs to estimate risk prediction performance over either 5-year or lifetime risk intervals, the PFRM proved to have at least two fold better predictive performance than BCRAT.
In addition, it returns confidence estimates that rate predictions as reliable or not.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com