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Good reporters bring their life stories to their work and learn both to mine them for material and to correct for bias.
Complete surveys, in other words a census, targeting 100% of the population, have to be undertaken if statistics are to be produced which are reliable enough to correct for bias in annual population estimates.
To evaluate alternative approaches to correct for bias due to inaccurate diagnostic criteria in database studies of associations.
To assess whether a mixed-mode survey design reduced bias and enhanced methods commonly used to correct for bias (poststratification weighting).
Martin et al. were the first to use normalized variants of mutual information to correct for bias coming from variable alphabet size among columns [2].
In order to further reduce the risk of false ER calls by the 23-gene test, metagenes specifically measuring different tissue types could be used to correct for bias caused by other contaminations in the tumour samples[28].
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A majority of the bias correction approaches correct for biases either at a single time scale or at multiple pre-specified time scales.
The models differ in how to estimate and correct for biases specific to each pollster – so-called "house effects".
Equipoise: the ability to serenely monitor the movements of one's own mind and correct for biases and shortcomings.
And of course, the ML priesthood knows that, so the more conscientious practitioners go to considerable lengths to try to detect and correct for biased results in applications of the technology.
We develop an algorithm to correct for biases within the urban landscape metrics in the United States.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com