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As for the correlation matrix of (1), we use the correlation matrix of channel from the TGn model of the IEEE 802.11n standard.
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The questions are chosen using the correlation matrix of the 10 items.
We used the correlation matrix and standard deviations as input to estimate of the structural model.
The MDs were obtained from the abnormal observations using the correlation matrix of normal observations in Equation 1.
When the variables are scaled very different from one another than using the correlation matrix is preferred.
The PROC PRINCOMP statement of the SAS system 9.3 was employed for the PCA calculations using the correlation matrix of the data.
Table 3 gives the coefficients and variances for the first four PCs using the correlation matrix for the above-mentioned data sets.
This process which is known as selection of variables will be addressed qualitatively in this section using the correlation matrix between them.
A common stopping criteria when using the correlation matrix is to stop when the variance of a component is less than one.
The principal component loading matrix obtained using the correlation matrix of eleven parameters (Table 6) reveals that the first three components now together accounts for 94.491 % of the total explained variance showing an increase of about 3.033 %.
The PCA data of the wheat samples harvested in 2010 year using the correlation matrix presented 47.26% variance for the first component (PC 1) and 29.40% variance for the second component (PC 2).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com