PLS

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PLS

Mike P-5
Hi All,

Does anyone know of any good starting to points to learn Partial Least
Squares Regression? Examples and documentation ideally

Many thanks

Mike
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Re: PLS

aschoff
Hi Mike,

this paper might be helpful:

http://www.utdallas.edu/~herve/Abdi-PLS-pretty.pdf


Regards,
Robinson
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Felix-Robinson Aschoff
Information Management Research Group
Department of Informatics
University of Zurich
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Michael Pearmain <[hidden email]>
Sent by: "SPSSX(r) Discussion" <[hidden email]>
18.07.2007 10:16
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PLS






Hi All,

Does anyone know of any good starting to points to learn Partial Least
Squares Regression? Examples and documentation ideally

Many thanks

Mike
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Re: PLS

Marta Garcia-Granero
In reply to this post by Mike P-5
Hi Michael

Perhaps this is not exactly the answer that you expected, but, have you
tried Googling "Partial Least Squares Regression"? I got a bunch of
promising links a few minutes ago when I tried...

Regards,
Marta Garcia-Granero
> Hi All,
>
> Does anyone know of any good starting to points to learn Partial Least
> Squares Regression? Examples and documentation ideally
>
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Re: PLS

Daniel Robertson
In reply to this post by Mike P-5
The StatSoft textbook at
<http://www.statsoft.com/textbook/stathome.html> has an entry on Partial
Least Squares. And the SAS institute has some information at
<http://support.sas.com/rnd/app/da/new/dapls.html> with links to some
additional documents. Both of these links show up in the top ten results
of a Google search.
hth,

Dan R.

Michael Pearmain wrote:

> Hi All,
>
> Does anyone know of any good starting to points to learn Partial Least
> Squares Regression? Examples and documentation ideally
>
> Many thanks
>
> Mike
>
>

--
Daniel Robertson
Senior Research and Planning Associate
Institutional Research and Planning
Cornell University, Ithaca NY 14853-2801
607.255.9642 / irp.cornell.edu
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Re: PLS

Anthony Babinec
In reply to this post by Mike P-5
If you have access to backissues of Technometrics,
there's a nice article by Frank and Friedman on
PLS and related approaches:

Frank, Ildiko and Friedman, Jerome. 1993. "A Statistical
View of Some Chemometrics Regression Tools." Technometrics,
Vol. 35, No. 2, pp. 109-135.

This paper also has several discussants. This is the same
Jerome Friedman who has been a collaborator in the
development of CART, MARS, MART, and other modern techniques.

-----Original Message-----
From: SPSSX(r) Discussion [mailto:[hidden email]] On Behalf Of
Michael Pearmain
Sent: Wednesday, July 18, 2007 3:17 AM
To: [hidden email]
Subject: PLS

Hi All,

Does anyone know of any good starting to points to learn Partial Least
Squares Regression? Examples and documentation ideally

Many thanks

Mike
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(no subject)

Victor Tarrago
In reply to this post by aschoff
Dear list members,

We are facing a complicated SPSS problem and are looking for a clean
solution.

In a current study we are dealing with itineraries people run with a certain
frequency (i.e. going to work and back every working day).

Itineraries consist of a maximum of 12 steps (Step 1: 10km on road x, Step
2: 20km on road y,…) and are each described by the following variables:

A)      Is the step done in the investigated area (yes/no).
B)      To which zone of the investigated area does it belong (1-16)
C)      Type of road being used (1-3; like i.e. Highway, Country-road )
D)      What road is being used? (1-50; i.e. A26, EN778,…)
E)      Distance covered on that road (numeric)

We need to

1)       Identify the “Most important step” defined as largest distance with
highest frequency (frequency is equal for all 12 steps of an itinerary)

2)       Return the values of zone (Var B) and type (Var C) of the selected
step to 2 output variables (O1 and O2).

We guess this should be easy with the aid of a macro but unfortunately I
don’t know much about them.

Thanks for your advice!

Víctor Tarragó
[hidden email]