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The components were subjected to a synthetic variable amplitude bending deformation.
From those, a single continuous synthetic variable – the quality index – can be produced referring to a more significant set of samples.
A structure coefficient (rs) is the correlation between an observed variable and a synthetic variable.
This environment parameter can also be a synthetic variable that summarizes information of several environmental variables.
Because multivariate analysis is time consuming, we before generated a new synthetic variable (CV5) combining the 5 genes.
The first component of each PCA, explaining the largest part of total variance, was defined as a synthetic variable.
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The synthetic variables accounted for 46%to87%7% of the total variability.
These synthetic variables are defined as the principal components.
The m synthetic variables have the following two properties: (1) the correlation of any two synthetic variables is zero (orthogonal) and (2) the following inequality holds for the variances of synthetic variables Var z i ): Var z1) ≥ Var z2) ≥ ... Var z m ).
Synthetic variables on the synthesis of LiNi0.5Mn1.5O4, such as synthetic atmosphere, LiCl salt amount, synthetic temperature, and synthetic time, were intensively investigated.
PCA is a multivariate technique for explaining the correlation between explanatory variables and automatically organizing these parameters into a few linear synthetic variables with different weights.
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