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partial least squares regression

a statistical procedure that generalizes and combines features from principal components analysis and multiple regression. It is used when a researcher wants to estimate the outcomes on a set of dependent variables from a (very) large set of predictors, especially when these predictors have a high degree of multicollinearity or exceed the number of obtained observations.

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Psychology term of the day

May 9th 2024

equity theory

equity theory

a theory of justice regarding what individuals are likely to view as a fair return from activities involving themselves and a number of other people. The theory posits that people compare the ratio of the outcome of the activity—that is, the benefits they receive from it (e.g., pay, fringe benefits, intrinsic gratifications, recognition)—to their inputs (e.g., effort, seniority, skills, social status) with the outcome-to-input ratios of those engaged in a comparable activity. Outcomes are equitable only when people receive benefits that are proportional to their inputs. See external inequity; internal inequity; overpayment inequity; underpayment inequity.