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coefficient of determination

(symbol: r2) a numerical index that reflects the proportion of variation in an outcome or response variable that is accounted for by its relationship with a predictor variable. More specifically, it is a measure of the percentage of variance in a dependent variable that is accounted for by its linear relationship with a single independent variable. Obtained by multiplying the value of the correlation coefficient (r) by itself, the coefficient of determination ranges in value from 0 to 1. Low values indicate the outcome is relatively unrelated to the predictor, whereas values closer to 1 indicate that the two variables are highly related. For example, if r = .30, then the squared correlation coefficient is .302 = .09 and interpreted to mean 9% of the variance between the two variables is common or overlapping. Also called determination coefficient; squared correlation coefficient.

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Psychology term of the day

December 24th 2024

symbolization

symbolization

n.

1. in classical psychoanalytic theory, the substitution of a symbol for a repressed impulse, affect, or idea in order to avoid censorship by the superego (e.g., dreaming of a steeple or other phallic symbol instead of a penis). Also called symbolism.

2. in social-cognitive theory, the ability to think about one’s social behavior in terms of words and images. —symbolize vb.