The database system was unique, in that it had the ability to make different sections of a dataset visible or hidden depending on the stage of the project.
In our experiments, ascorbate-induced, spatially localized oxidative damage appears to be 'self-limiting'; the correlated signal in MOHCA-seq datasets remains visible even after 30 minutes of incubation with ascorbate, which is three times our standard reaction time of 10 minutes, without a rising background.
It is possible, however, that in the case of the WOMBAT dataset the visible t α might also be the t α for the entire threshold range.
In PMLoess_ComBat, the increase in error when using two datasets is not visible, even though this method also uses different within dataset normalisation for single- and dual-channel data.
The reason for the negligible correlation between the SGA and GIM datasets is clearly visible in their scatter plot.
The relatively low Spearman's rank correlation in the interaction scores between the SGA and GIM datasets is also visible in their rank-based scatter plots.
Finally, I want to re-emphasise my main challenge to government: to design a clear National Data Strategy founded on a national core reference dataset with a visible, predictable, auditable implementation plan.
A similar observation can be made for the WOMBAT dataset, because the visible ACC(t α ) is a little below 0.8.
To measure the overall imbalance in the unmatched dataset, which is visible in Table 2, we can use the ℒ 1 statistic introduced by (Iacus et al. 2008) as a comprehensive measure of global imbalance.
For example, the fact that research findings are increasingly being published in open access journals, so that a published dataset would be visible to anyone with an internet connection, arguably makes any issues of confidentiality and anonymity even more important.
