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Quadratic in the phrase refers to the squaring on the terms.
Etymology from Wiktionary, CC BY-SA 4.0.
quadratic mean
Today it means: A type of average, calculated as the square root of the mean of the squares, i.e. Q=√x_1²+x_2²+...+x_n²/n. Full definition →