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regression tree

a diagram displaying a set of conditions and their associations with a particular outcome variable as determined via a regression analysis. An initial node contains the outcome of interest (e.g., annual income under $15,000), from which branches extend to additional nodes according to the values of a studied predictor variable (e.g., level of education). Further branches extend from these subnodes based on additional predictors (e.g., area of residence, type of employment), with the process continuing until no more predictors are available in the dataset or until a predetermined number of nodes is obtained. Regression trees provide a convenient, visually appealing method for examining large amounts of data. See also CART analysis.

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Psychology term of the day

February 18th 2025

underachiever

underachiever

n. a person who consistently achieves below his or her demonstrated capacity. Underachievement may be specific to an area of study or work, or it may be general. It is more prevalent among boys than girls and is quite common in bright and even gifted children. It is also prevalent among average students and children with special needs. Compare overachiever.