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Plotting the estimated slopes, as in the question, is a great thing to do. Rather than filtering by significance, though--or in conjunction with it--why not map out some measure of how well each regression fits the data? For this, the mean squared error of the regression is readily interpreted and meaningful. As an example, the R code below generates a ...



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