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The proposed scheme reduces correlation in image data by finding two-dimensional blocks of pixels that are approximately matched throughout the data and replacing them with short codewords.
However, correlation is higher among TM1, 3 and 4, whereas the kink imparted by Pro87 to TM2 (see above) reduces correlation.
It should be noted that the experiments are designed in sequence, the information from previous experiments is considered at the time of designing a new experiments, this enables the possibility of obtaining complementary information from the different experiments which reduces correlation among parameters.
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This procedure also reduces correlations in gene pairs, which may sometimes be beneficial in two-sample settings but much less so where the main focus is on correlations.
No geographical clusters emerged from the analysis of municipalities probably because of small area variability, which causes misleading mapping even when a single cancer is considered [ 16], and reduces correlations among cancer sites.
In the case of Foster and Wilson, the authors find that shuffling their model data as reported in that paper reduces correlations indicative of theta sequences, demonstrating that this result can in fact be obtained from independent neurons.
Reduced correlation for genes with low expression is consistent with a reduced dynamic range for microarrays due to non-specific hybridization.
Diversification depends on reduced correlation.
This combination of higher volatility and reduced correlation has profound implications for how many stocks an investor needs in a portfolio in order to achieve adequate diversification.
Together, δ13C and δ18O provide ecosystem status and climate from the same dated sample, reducing correlation uncertainties between proxies.
The proposed approach, thus, captures the influence of correlation on system reliability and offers a method to quantify the utility of reducing correlation.
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