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Dependent Variable


A dependent variable is a variable whose value depends on the values of one or more other independent variables.

This notion comes up regularly in a variety of contexts. In the case of a univariate function y=f(x), the dependent variable is y since its value is directly dependent upon the value of the independent variable x. For multivariate functions y=f(x_1,...,x_n), the value of the variable y depends on the values of the independent variables x_1,...,x_n.

In an experiment, the dependent variable generally represents the output whose values were altered by causal phenomena--represented by independent variables--in the experiment.

Dependent variables are often referred to by a number of synonyms including response variable, measured variable, explained variable, outcome variable, experimental variable, and output variable. Many of these synonyms are used extensively in statistics.


See also

Independent Variable, Parameter, Variable

This entry contributed by Christopher Stover

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References

Dodge, Y.; Cox, D.; Commenges, D.; Davidson, A.; Solomon, P.; and Wilson, S. (Eds.). The Oxford Dictionary of Statistical Terms, 6th ed. New York: Oxford University Press, 2006.

Cite this as:

Stover, Christopher. "Dependent Variable." From MathWorld--A Wolfram Web Resource, created by Eric W. Weisstein. https://mathworld.wolfram.com/DependentVariable.html

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