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Duns and Ros original correlation.
The original correlation (Cronquist 1978) is provided below.
The original correlation (Glaso 1985) is provided below.
The most important empirical finding is that the original correlation structure is preserved.
To remove negative effect of the noise, P-PLS firstly updates original correlation matrix obtained by PLS through l0 minimization.
That is, if there was no genuine original correlation in the first place, a "memory" will not create one.
Similar(28)
On the contrary, the original correlations taken from the literature achieve errors between 11.89% and 27.25%, along with higher scattering of results.
Original correlations were proposed for the modeling of the interaction coefficient in alcohol-diesel and alcohol biodiesel fuels as a function of the carbon number of the alcohol.
It is thus given as: gamma_{text{API}} = frac{141.5}{{gamma_{text{o}} }} - 131.5 (2)Correlations for μ od usually introduce large errors when applied to data sets which are different from the ones used to develop the original correlations.
The root mean squared errors between the original correlations (upper triangle) and the Euclidean distances of the MDS coordinates are low (0.006 and 0.008 for the ECB and Fed, respectively), indicating that two dimensions adequately capture the temporal differences of the conformed networks and additional dimensions would not add to the results.
In all cases, the original correlations were significantly higher than the shuffled ones (shuffled correlations values were ∼0.2 across conditions).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com