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Combining both amorphous components into a single component variable for regression resulted in lower error statistics and equally good predictions of crystalline components.
Implementation of these equations in MCS method results in lower error in compare with the well-known approaches of two points estimate and Latin hypercube sampling methods where its swiftness is compatible with them.
Simpler scores result in lower error rates.
Post hoc tests indicated that the fracture fragment segment, using either 6 or 9 markers, resulted in lower error compared to using 3 markers (p < 0.001 and p = 0.02 for 6 and 9 markers, respectively).
Imputation error rates were lower for animals with higher traceability, meaning that a higher average traceability, i.e. a higher relationship between the reference and target populations, will result in lower error rates.
By construction, this approach results in lower error estimates for the Bayes Factor and allows one to make use of the additivity property of the logarithmic function to calculate Bayes Factors [ 22].
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These characteristics make measurements easier and less subjective, resulting in lower errors and observational uncertainty.
It was found that the larger range in soil moisture over which samples were collected in 2012 (average range 0.11 0.41 m3 m−3) generally resulted in lower errors when used in 2016 (average range 0.24 0.44 m3 m−3) than the equations derived in 2016 when used with data collected in 2012.
In 91% of these, the addition of the histology gene resulted in a lower error; in 49%, the error drop was greater than 10%.
As expected, amplification with KOD polymerase resulted in substantially lower error rate (7.6 × 10-5), whish in in agreement with the manufacturer's data.
In addition, it is important to measure the baseline level of error inherent within the pathology reports themselves, the data source, as no degree of accuracy in manual transcription or even automated processes can result in a lower error rate without amendment of the original report.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com