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hot-deck imputation

one of several methods of inserting values for missing data (see imputation) in which missing observations or data points are replaced by values from similar responses in the sample at hand. Suppose that a patient survey was conducted in two hospitals, A and B, and that five people from Hospital A failed to respond to an item of the survey. Sampling five values from the respondents who did respond to that item at Hospital A and substituting these values for the missing observations is an example of a hot-deck imputation. Compare cold-deck imputation.

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Psychology term of the day

September 7th 2024

investment model

investment model

a theory explaining commitment to a relationship in terms of one’s satisfaction with, alternatives to, and investments in the relationship. According to the model, commitment is a function of not only a comparison of the relationship to the individual’s expectations but also the quality of the best available alternative and the magnitude of the individual’s investment in the relationship; the investment of resources serves to increase commitment by increasing the costs of leaving the relationship. Although originally developed in the context of romantic associations and friendships and used to explain why people stay in abusive relationships, the investment model has since been extended to a variety of other areas, including employment and education. [proposed in 1980 by U.S. social psychologist Caryl E. Rusbult (1952–2010)]