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- W35439404 abstract "Several linear regression models involving interval-valued variables have been formalized based on the interval arithmetic. In this work, a new linear regression model with interval-valued response and real predictor based on the interval arithmetic is formally described. The least-squares estimation of the model is solved by means of a constrained minimization problem which guarantees the coherency of the estimators with the regression parameters. The practical applicability of the estimation method is checked on a real-life example, and the empirical behaviour of the procedure is shown by means of some simulation studies.KeywordsInterval dataleast-squares estimationlinear regressionset arithmetic" @default.
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- W35439404 date "2013-01-01" @default.
- W35439404 modified "2023-09-27" @default.
- W35439404 title "A Linear Regression Model for Interval-Valued Response Based on Set Arithmetic" @default.
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- W35439404 doi "https://doi.org/10.1007/978-3-642-33042-1_12" @default.
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