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This is quite remarkable taking the often much larger scatter of main diagonal data into account.
For that purpose, we introduce the X transmitted diagonal data matrix, where each element x k corresponds to the desired symbol transmitted over the k th subcarrier X = diag x 0, x 1, …, x K − 1 (64).
The good recovery of the target model with realistic test data in retrospect justifies our neglect of interdependencies between the experimental internal coefficients of different degrees and orders by using a diagonal data covariance matrix.
A much smaller degree of commonality was observed between the Shared- and LPS-responsive genes where many of the diagonal data points seen in the BCR vs Shared comparison migrated closer to the axes.
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The data for the diagonal components (Z xx and Z yy ) are not shown in Fig. 3 because their amplitudes are (for the most part) minor in comparison with those for the off-diagonal data (see Fig. 2), but also because these data-points have relatively large associated error bars.
The ROC analysis of the immune responses to fibrils in early / late PD patients vs controls gave the AUC values not greater than 0.5 and ROC curves close to diagonals (data not shown).
From inspection of individual off-diagonal data points, we learned that error in peak identification was the major cause of irreproducibility (data not shown).
The AUC for the immune reactivity towards α-synuclein in early vs late PD patients evaluated by both ELISA and Western blot analysis were not significantly greater than 0.5 and the ROC curves were close to diagonals, respectively (data not shown).
Below the diagonal are the data from the microsatellites and above the diagonal the data from mtDNA sequences.
A third of the 279.4m smartphone shipped in the first quarter of 2014 had screens larger than 5in on the diagonal, according to data from research firm Canalys.
Such regions result in block of higher signal along the diagonal of the data matrix.
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