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We repeated the study for d = 100 and observed that Type I error decreased only for the PAGE and PAR Wilcoxon methods (e.g. the error for PAGE under correlation 0 to 0.8 decreased to 0.008, 0.052, 0.154, 0.368, 0.568, respectively).
Using class discovery under correlation distance and Euclidean distance metrics, 10,000 bootstrap iterations were performed to assess the significance of the observed clusters using the pvclust package for R[ 25].
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The DiffCoEx figures (Fig. 6A, C) suggest that under DR, correlation coefficient strength increases with age, while under AL conditions, the strength of correlations decreases with age.
Universal optimal block designs under general correlation structures are usually difficult to specify theoretically or algorithmically.
An appealing procedure is proposed here that works for broad classes of distributions under nonnegative correlation structures.
The framework is also used to quickly assess the impact of operating the grid under different correlation strengths.
Authors in [7] have analyzed the channel state information (csi -assisted AF relay network under antenna csi -assistedith distinct eigenvAFue distrelayionetworkrrelation matrices and the fixed gain scheme has been considered in [12].
Finally, as an illustrating example, we compute the price of a Quanto under stochastic correlation by our new SCP and investigate the effect of considering stochastic correlation on pricing the Quanto.
We illustrate applicability of obtained benchmark designs for increasing/measuring the efficiency of the engineering designs for estimation of methane rate in various temperature ranges and under different correlation parameters.
We conduct simulation studies to assess the performance of the proposed sample size formula under various correlation structures from a damped exponential family, random and monotone missing patterns, and different observation probabilities.
We report the best subset under each correlation pattern (SO), its error rate, and the error rate for the best subset chosen ignoring correlation (SI).
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