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external validity

the extent to which the results of research or testing can be generalized beyond the sample that generated them. For example, if research has been conducted only with male participants, it cannot be assumed that similar results will apply to female participants. The more specialized the sample, the less likely will it be that the results are highly generalizable to other individuals, situations, and time periods. Compare internal validity.

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Psychology term of the day

December 3rd 2024

full model

full model

a statistical representation that includes all of the variables of interest, or all of the main parameters (e.g., regression coefficients), among a set of variables. For example, in structural equation modeling, a full model might include estimated regression parameters between a set of independent variables, mediators, and dependent variables. When there are as many parameters estimated in a full model as there are degrees of freedom, it is said to be a saturated model. Also called unrestricted model.