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Correlations reduce the benefit of pooling neuronal responses evoked by the same object but actually enhance the advantage of pooling responses evoked by different objects.
Especially in the case of nitrotyrosine, where the proportion of candidate formulas that can be rejected rises from zero to around two-thirds, the benefit of pooling the data is impressive.
However, we know that the responses of neighboring cortical neurons are correlated, with correlation coefficients in the range of 0.1 0.2 (e.g., Gawne and Richmond 1993; Zohary et al. 1994; Gawne et al. 1996; Lee et al. 1998; Bair et al. 2001), and these so-called "noise correlations" influence the benefit of pooling.
But the benefit of pooling has a cost.
At the start of 2014, there were nearly half a million business partnerships registered in the UK, suggesting that many would-be entrepreneurs can see the benefit of pooling skills, resources and know-how.
We see below in simulations that the relative benefit of pooling (compared with the individualed method) does not seem to be sensitive to the value of r.
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We investigate the marginal benefits of pooling increasing numbers of sites, as well as the relationship between the benefits of pooling and the spatial covariance of rainfall.
We also investigate the benefits of pooling several longevity exposures and the impact on tranching levels.
This is less an argument for institutions in themselves, more for the benefits of pooling our resources.
These councils struck a deal to share services in 2010, and their strategy emphasises the benefits of pooling budgets across areas.
For each data silo, multiple overlapping legal claims and claimants must be addressed to achieve the benefits of pooling.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com