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To correct for this bias, we introduce a statistical correction mechanism called lambda, borrowed from Nobel Prize winning research conducted by University of Chicago economics professor James Heckman to correct sampling biases in unemployment data.
In order to minimize the interferences from batch effects, a statistical correction is proposed and implemented.
"In the year before our work was released, around 30% of fMRI papers did not use proper statistical correction methods in their analysis.
Systematic analyses were made for inter-fragment interaction energies (IFIEs) with and without a statistical correction for screening.
They found that adding statistical correction resulted in substantially improved forecasts, suggesting that subseasonal forecasts for heavy rain events might be possible in this region.
Effects of search ranges on the statistical correction process are studied and a state selection scheme is used to enhance the correction results.
After statistical correction, the average (maximal) theory/experiment discrepancy is limited to 6 nm (13 nm), allowing an accurate theoretical colour design for this class of diarylethenes.
This paper proposes a hybrid refinement scheme for more accurate localization of phonetic boundaries by combining three different post-processing techniques, including statistical correction, fusion, and predictive models.
Statistical correction was applied.
This imbalance was a significant study limitation, even though statistical correction could be applied.
In contrast, patients performance was less impaired on the Reasoning and Problem-solving and Social Cognition domains, differences that did not survive statistical correction for multiple testing.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com