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As expected, probe sets with low expression level (low signal) were less reproducible in comparisons between the different sample groups, as were probe sets with very low fold-changes.
Using our model we get an average correlation of ~70% between observed and expected probe intensity.
To do so we minimize the square difference between the observed and expected probe intensities across all probe spots on a chip, using Powell's method for numerical minimization [ 40].
We optimized these model parameters by minimizing the mean residual error (R) between the observed and expected probe intensity: (23) where and are the observed and predicted probe intensities of the ith probe in jth experiments, respectively, and M is the number of data points.
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As expected, probes that comprised cis-eQTLs that were common to both data sets did not show differences in expression (P = 0.30).
If the probed relations had to be learned during testing, one would expect probe trial performance to resemble performance during sessions with learning of new relations.
Here, BHN-Fe3O4@SiO2 exhibits excellent Fe3+ sensing abilities when the pH is in the range of 5.84 to 10.52, which indicates that BHN-Fe3O4@SiO2 is an expecting probe to be applied in those complicated environments or biological systems.
Again, one would expect probe choice to influence the mutation rate reported.
With seven panelists and one hour and 45 minutes, it would have been unfair to expect probing depth.
While one might expect probing questions, cathartic tears and the occasional heartfelt embrace, trauma counselling is a relatively hands-off process.
But Kelly concludes that "a more informed board might have been expected to probe these issues more carefully".
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com