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In order to maximize the simplicity of the structure, indicator errors were specified as random and uncorrelated.
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Outcome indicators as medication errors were not included in the observation protocol and could therefore not be evaluated.
Furthermore, given the correlation between the included SES indicators, standard errors are expected to be greater than a situation in which the covariates are not correlated.
These OOB errors were used as a non-biased indicator of the performance of the classifiers.
This practice of using multiple indicators safeguards against potential problems with measurement error that can arise if a single imperfect indicator is used because measurement errors are less likely to occur if several indicators are measured [ 62, 63].
To assess the error of WNN, statistical indicators, relative and absolute errors are used.
The risk of organisations being mistakenly identified as "outliers" on performance indicators due to data errors is well-known.
In all specifications, we use Stata 11 as statistical software and include district and year indicators, and robust standard errors are corrected for the correlation of the residuals at the cluster level.
21 29 Prescribing errors are one indicator of clinical performance.
The commission errors are an indicator of deficits in response inhibition.
In particular, the omission errors are an indicator of deficits in sustained attention in response to target stimuli.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com