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Within-cluster data dependence limits the use of classifiers such as Random Forest (RF) without first altering the data to induce independence, for example, averaging the observations obtained from technical replicates from the same subject [16].
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For example, averaging over the 90-year record, salinities in summer months in TZ-HB were in the range of 3 to 7 psu.
Raw methylation data can still be used (instead of for example averaging over the various CpG dinucleotides that differ in DNA methylation level) by applying linear mixed models.
For example, average values for the blue light and yellow light evoked responses in dissociated keratinocytes should be shown.
(69°40′ N), for example, average 24 °C (43 °F) above the mean for that latitude.
For example average household income in the 16 German states (Länder) varied between €4,2533 and € 2,617 in 2008 [51].
For the subject illustrated as an example, the average of the estimations of precision was 0.43 mm.
For example, the averaged predicted disorder rate for proteins from PDBS90 is 24 ± 2 (15 ± 2).
In the example, the average value of B for the subject tested came out as equal to 0.27 [s−1].
In this example the average correlation of the amplitudes of the first ten harmonics between two neighboring notes is 0.956.
In the West, for example, the average temperature has warmed on average 1.8 F over the past century.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com