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multiple regression

a statistical technique for examining the linear relationship between a continuous dependent variable and a set of two or more independent variables. It is often used to predict a single outcome variable from a set of predictor variables. For example, an educational psychology researcher could use multiple regression to predict college achievement (e.g., grade point average) from the variables of high school grade point average, Scholastic Assessment Test (SAT) reading score, SAT mathematics score, and SAT writing score. When a single predictor and a single outcome are involved the process is known as linear regression. Also called multiple linear regression.

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Psychology term of the day

December 22nd 2024

regret theory

regret theory

a model of decision making that states that people’s fear of, and previous experience with, regretting poor choices plays a large role in motivating or deterring their behavior in situations involving uncertainty. For example, a person who regrets buying, on the advice of a good friend, a used car that subsequently requires expensive repairs likely will disregard the friend’s advice in the future in order to avoid the potential for similar regret. Within this framework, regret is considered to have two distinct components—the wish that one had chosen differently and the self-recrimination involved in believing one made an error in judgment. Associated with behavioral economics, regret theory is a parallel to prospect theory. See also anticipatory regret. [originally proposed in 1982 by British economists Graham C. Loomes (1950–  ) and Robert Sugden (1949–  )]