[This followup was posted to sci.stat.edu and a copy was 
sent to the cited author.]

In article 
<[EMAIL PROTECTED]>, 
[EMAIL PROTECTED] says...
> Can anyone explain their algorithm, or does anyone know of an
> available implementation of it, or for that matter any good orthogonal
> linear L1 regression algorithm/implementation?

Vitaly:
  There is an implementation in S-Plus called l1fit().  
You also might check the quantreg package for R (www.r-
project.org), and specifically the qr() function within 
that package.

http://www.econ.uiuc.edu/~roger/research/rq/rq.html

http://cran.at.r-project.org/doc/packages/quantreg.pdf

hope this helps,

Chuck
.
.
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