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The phrase 'regardless of reasoning' is correct and usable in written English.
You can use it to refer to an action or decision that is not affected by any kind of reasoning or justification. For example, "She decided to leave regardless of reasoning or explanation."
Exact(1)
Thus, nearly all students (96%) selected the correct answer regardless of reasoning (Table 4), which reflects the flawed question structure rather than student understanding.
Similar(57)
Regardless of the reasoning, Mr. Sladkus added, if a building's board wants to ban disposals, it is perfectly within its rights.
Regardless of the reasoning the Yankees offer, StubHub says it believes it has a right to distribute tickets where it chooses.
Regardless of investors' reasoning for buying the convertible shares, it's good for Lucent.
Regardless of the reasoning behind Google's decision, I fully respect their choice and think no less of them.
Regardless of your reasoning, you may want to keep your eyes peeled on your credit score if you bought and returned a Motorola Xoom between March and October 2011, because your personal information may be in someone else's hands.
Regardless of the reasoning behind the move, Ibanez was among those caught by surprise.
Regardless of the reasoning, I avoided all measures of acting on my "gay side" and wound up getting a girlfriend.
Regardless of the reasoning, there's an astonishing mass psychosis on display during portions of the film.
Regardless of the reasoning, it's virtually impossible for homebuyers who own a stake in a business to hide it.
Regardless of his reasoning, the appearance was one of injustice, not justice, and the message sent to victims of sexual assault was chilling.
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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