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Wiley Interdisciplinary Reviews: Computational Statistics. 8:206-218
A pair of variables that tend to rise and fall either together or in opposition are said to be monotonically associated. For certain phenomena, this tendency is causally restricted to a subpopulation, as, e.g., the severity of an allergic reaction tr