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A moving window strategy was used for searching the region with maximum linearity of NAS regression plot (minimum error indicator) and minimum of PRESS value.
Subsequently, different pretreatment methods were adopted to improve the correlation between soil properties and the spectra, and then principal component regression was used, with the optimum numbers of PCs were selected on the basis of PRESS value in the leave-one-out validation.
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This procedure is then repeated for 2, 3,... min (m, n) latent variables, with n and m the sample size and the number of variables, respectively, and a series of PRESS values are obtained [ 32].
Figures 4, 5, 6 and 7 shows the null distributions (based on 1000 permutations) of PRESS values when SNPs were selected using extreme sires or all sires in each stratum.
To maintain the optimum number of PLS components and minimize the tendency to overfit the data, the number of components corresponding to the lowest Predictive Error of Estimate (PRESS) value was used for deriving the final PLS regression models.
The calculated predictive sum of squares of deviations (PRESS) values (see Table 12, last row) for 25 omitted compounds show that the LEO cross validation provides significant discrimination between the SBSP and empirical models.
PRESS values are indications of how closely a model fits the calibration data.
Data were also expressed by subtracting "placebo press" values from "sciatic press" values and plotting the resultant value against time.
Teaching about the value of press freedom, and raising awareness of this important subject can be done in a range of ways.
This is not about singling out Turkey, but about defending the fundamental value of press freedom, in the EU and outside.
"It is embarrassing for Slovenia and for the E.U. that it is now presided over by a country that does not uphold European values of press freedom," said Blaz Zgaga, one of two journalists who led the petition drive.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com