I am a biologist trying to quantify "uncertainty" in a statistical
relationship. A regression line between the two variables is highly
significant, but explains only about 70% of the variance. N is large, so a
simultaneous confidence limit around the regression line indicates a high
degree of confidence in the placement of the line, but does not properly
represent the scatter. I've used a density plot to show the distribution of
the residuals. Now I would like to calculate a probability from this
function, but I am unsure how to calculate the area under such a
non-parametric empirical density function. I'd like to be able to say that
some new point has x probability/likelihood of falling within y (upper) and
z (lower) boundaries. Any help is much appreciated.
(I am using S+ 3.3 for Windows)
Todd Hatfield
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