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Figure 2 illustrates the multidimensional scaling map of the collaborations correlation matrix of 59 countries over the study period.
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This paper summarizes the findings from Phase II of the Offshore Code Comparison, Collaboration, Continued, with Correlation project.
This paper summarizes the findings from Phase Ib of the Offshore Code Comparison, Collaboration, Continued with Correlation (OC5) project.
The correlation matrix and collaboration space are studied in Sect.
From an empirical perspective, some studies have found a positive correlation between horizontal collaboration and innovation (Quintana-Garcia and Benavides-Velasco 2004; Najib and Kiminami 2011), while others did not find any evidence that horizontal collaboration was significant explaining innovation among SMEs (De Propris 2002; Freel and Harrison 2006).
The direct comparison between these two weighted networks (the collaboration network and the Google correlation network) is nontrivial, partly because of the enormous difference in the link density, i.e., the collaboration network is much sparser.
Several studies have found that there is a positive correlation between international collaboration and research output [ 55– 55].
Several global collaborations focused on genotype-phenotype correlations can help support fields where large-scale studies are still in the making.
Because the standard deviations for the mean changes were not available, these data were estimated from the standard deviations for the pre-treatment and post-treatment measurements as recommend by Cochrane Collaboration, using a more conservative correlation coefficient (r = 0.4) [ 13, 14].
The "Nab" and "UCNB" collaborations have proposed to measure the correlation parameters in neutron β-decay at Oak Ridge and Los Alamos National Laboratory, using a novel detector design.
Second, regardless of whether two nodes in the collaboration network are directly connected or not, the Google correlation value and the shortest path length in the collaboration network for those two nodes are expected to be negatively correlated.
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