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From: saswss@hotellng.unx.sas.com (Warren Sarle)
Subject: Re: Wanting literature on Statistics vs. Neural Networks
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Date: Wed, 12 Mar 1997 17:09:01 GMT
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In article <5g1eom$all$1@msunews.cl.msu.edu>, thiemero@pilot.msu.edu (Jeff Thieme) writes:
|>      I'm looking for published literature that compares/constrasts neural 
|> networks with traditional statistical methods. I'm looking for theoretical 
|> similarities and differences as opposed to direct comparisons of performance 
|> based on analysis of a specific data set.  So far I've acquired the 
|> following, but would like to get more.  Any suggestions?
|> 
|> Sarle, Warren, 1994 "Neural Networks and Statistical Models"
|> Werbos, Paul, 1994 _The_Roots_of_Backpropagation_
|> Yoon, Swales, and Margavio, 1993 "A Comparison of Discriminant Analysis 
|>      Versus Artificial Nerual Networks"
|> Curram and Mingers, 1994 "Neural Networks, Decision Tree Induction and 
|>      Discriminant Analysis:  an Empirical Comparison"

There are several other references under "How are NNs related to
statistical methods?" in the Neural Network FAQ, part 1 of 7:
Introduction, at ftp://ftp.sas.com/pub/neural/FAQ.html

However, the FAQ does not list Yoon, Swales, and Margavio (1993) and
Curram and Mingers (1994). Could you provide full references, please?

-- 

Warren S. Sarle       SAS Institute Inc.   The opinions expressed here
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