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Binary particle swarm optimization as a detection tool for influential subsets in linear regression

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An influential observation is any point that has a huge effect on the coefficients of a regression line fitting the data. The presence of such observations in the data set reduces the sensitivity and validity of the statistical analysis. In the literature ther... ...