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To highlight the response pattern of taxa to fire, SEA composites were displayed as anomalies using the following transformation: where xi' is the transformed value of the ith sample, and µ is the mean xi value (Figure 1K,L).
The transformed value of the random variable, y, is given by y = a + θ (b − a).
11,432 mRNAs out of ∼18,346 expressed genes showed changed levels of expression across the time course of fracture healing at a non log transformed value of greater than +/−2 to unfractured bone.
For example, if we regress the Box-Cox transformed value of ED against the 24 TE-region combinations and then back-transform the mean and intercept to the Euclidean distance, the estimate of Z is 9.9%; but if we back-transform the mean and intercept to the square-root of the Euclidean distance Z = 5.5%.
The parameters (t) were found to be -0.214, and 1.40 for the transformed value of average clutch length (TCL) and for transformed value of total egg number (TEN), respectively.
The log2 transformed value of each background corrected perfect match probe is obtained and used for quantile normalization.
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The transformed values of the effective heat conductivity could be well described by literature correlations.
The best set of network parameters is employed for building two individual MLP networks for estimating the transformed values of the permeability and the skin factor.
Figure 11 Plots of the original linear (DFT) spectrum along with the smooth spectra corresponding to MFCC feature of a digit "OH" signal with original and transformed values of (a) OQ, (b) RQ, and (c) SQ.
Analysis was conducted using natural-logarithm transformed values of the PET parameters [(ln MTVwb), ln TLGwb), and ln SUVmaxwb)] in order to achieve a near-normal distribution of independent variables.
The smooth spectra for the stable voiced portions extracted from the single digit "OH" signals with original and transformed values of OQ, RQ, and SQ are shown in Figure 11.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com