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When normalizing the data be sure that the existing dataset is representative otherwise bias in the set may further be increased.
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The good opinion of the people at large must be consulted by their Representatives; otherwise mischiefs would be produced, which would shake the Government to its foundation.
I like patriotic songs and fly the flag, but I don't vote or do community service or write to my congressional representative or otherwise take any active, committed role in furthering the good of my country and people". True for a lot of us — me too, sadly — but not something to trumpet about, as if we've found some better way to be.
Several early authors believed the frilled shark to be a living representative of otherwise long-extinct groups of elasmobranchs (sharks, rays, and their ancestors), based on its multiple-pointed teeth, the articulation of its upper jaw directly to the cranium behind the eyes (called "amphistyly"), and its "notochord-like" spinal column with indistinct vertebrae.
In some cases semiaquatic mammals are relatively unmodified representatives of otherwise terrestrial groups (otters, muskrats, and water shrews, for example).
Most Republicans can argue until they're blue in the face that this isn't the case, but the visceral images we continue to see and the truculent rhetoric used by their party's representatives suggests otherwise.
Women were slightly over-represented in the sample, which was otherwise representative of the campus.
Nicardipine, a representative dihydropyridine, used otherwise as an L-type calcium channel blocker, was shown to be an antagonist at recombinant rat P2X2 (IC50=25 μM) and P2X4 (IC50 ∼220 μM) receptors expressed in Xenopus oocytes.
The problem with such a designation isn't that both good and bad players are lumped together in the same grouping (Dwight Howard and Jermaine O'Neal served as Alagappan's mathematically epitomical examples), but that a system otherwise representative of production would use a designation without regard for it.
Whether connected or not, Santayana later came to identify himself as an intellectual vagabond or tramp, not isolated in the specific perspectives of an ideology, hosted by the world, and devoted to spiritual disciplines that "appear irresponsible to philosophers hoping to command representative or some otherwise privileged authority at the center of society" (Levinson, 167).
As described by Alexander Hamilton in Federalist 78, an independent judiciary with a duty to engage in judicial review is not an anomaly in our otherwise representative democracy.
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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