Ernesto

There are several ways of tackling skewed data with
zeroes and I am sure you will get emails from
proponents of this or that other contributor.

Ways which I have found useful:

(1) try a lognormal probability plot and see whether
you have a straight line or if it drops off the line
at low values. This is indicative of a three parameter
lognormal distribution which needs an additive
constant. Find the additive constant that makes the
line straightest (my criterion) or the skewness
closest to zero (Sichel's recommendation). You can
find this described in my 1987 paper following
Sichel's definitive works. Full copy at
http://uk.geocities.com/drisobelclark/resume/Publications.html
{paper titled "turning the tables...."

(2) treat the zeroes as a different population. Are
they zero because there are no fish there or because
you didn't catch any? If the later, use an indicator
approach to separate the 'no fish' population from the
'some fish' one. Then do your lognormal stuff on the
'some fish' and recombine for final results.

(3) - not so nice: use the probability plot as
suggested above to choose a 'threshhold' value to
replace the zeroes. This assumes that all areas
sampled are 'some fish' areas and you just didn't
catch any.

Isobel Clark
http://uk.geocities.com/geoecosse/news.html

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