Dear List:
I am trying to find the area between two ECDFs. I am examining the gap in performance
between two groups, males and females on a student achievement test in math, which is
a continuous metric.
I start by creating a subset of the dataframe
male<-subset(datafile, female="Male")
female<-subset(datafile, female="Female")
I then plot the two CDFs via
plot.ecdf(male$math)
plot.ecdf(female$math, add=TRUE)
This produces the visual display that reveals a gap in performance. What I would like
to do is learn to perform the integration between the two ECDFs to examine the size of
this gap.
I would also like to try and examine the horizontal distance between the two CDFs via
another visual display. In other words, the distance between, say the 50th percentile,
from each CDF (or, the distance along the x-axis from cdf1 to cdf2 at each percentile.
Ideally, I would like to plot this horizontal gap at each percentile.
Secondly, I would like to try and measure and plot the vertical gap, i.e., the
distance along the y-axis from cdf 1 to cdf2 at each value along the x-axis.
I am not sure if I first need to smooth the ECDFs before performing these operations.
Any help would be appreciated. I hope this makes sense.
Harold
------
Harold C. Doran
Director of Research and Evaluation
New American Schools
675 N. Washington Street, Suite 220
Alexandria, Virginia 22314
703.647.1628
<http://www.edperform.net/>
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