Modeling a Simultaneous Confidence Band of the Mean Value of Multiple Responses with a Rectangular Domain for Predictors |
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Authors: | A. G. Belov |
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Affiliation: | 1.Department of Computational Mathematics and Cybernetics,Moscow State University,Moscow,Russia |
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Abstract: | The problem is considered of modeling simultaneous confidence intervals for the mean values of multiple responses in a linear multivariate normal regression model with predictor variables defined in intervals. To solve it, a numerical way of calculating the critical value that determines the simultaneous confidence interval of a given level is used. Simultaneous confidence intervals are numerically modelled and analyzed by comparison for regression, the mean value of multiple responses, and individual observation. |
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