See http://en.wikipedia.org/wiki/Loess .  It is not an acronym:
the derivation is given in the reference given by ?loess, p.314.


On Mon, 31 May 2010, Peter Neuhaus wrote:

Dear R-community,

maybe someone can help me with this:

I've been using the loess() smoother for quite a while now, and for
the matter of documentation I'd like to resolve the acronym LOESS.
Unfortunately there's no explanation in the help file, and I didn't
get anything convincing from google either.

I know that the predecessor LOWESS stands for "Locally Weighted
Scatterplot Smoothing". But what does LOESS stand for, specifically?
"Locally Weighted Exponential Scatterplot Smoothing"? As far as
I understand LOESS is still a local polynomial regression, so that
would probably make no sense.

Any help appreciated!

Thanks in advance,

Peter

--
Brian D. Ripley,                  rip...@stats.ox.ac.uk
Professor of Applied Statistics,  http://www.stats.ox.ac.uk/~ripley/
University of Oxford,             Tel:  +44 1865 272861 (self)
1 South Parks Road,                     +44 1865 272866 (PA)
Oxford OX1 3TG, UK                Fax:  +44 1865 272595

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