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Re: DM: Why is Singular Vector Decomposition for OLS?From: Lynd Bacon Date: Thu, 9 Apr 1998 14:19:32 -0400 (EDT) A reference is: Thisted Ronald A. (1988) Elements of Statistical Computing. NY: Chapman and Hall. See pages 95-105 for a discussion of SVDs. -lynd bacon At 07:25 PM 4/9/98 +0530, Krishnadas wrote: > >Hello, > >Since SVD is used widely for OLS I guess it has clear advantages over >plain Inverse(X'X) X'Y. Can anyone tell me about it? Any good books >or references on the motivation for SVD and application of other >matrix >decomposition in statistics? > >Thanks. > > -- Krishnadas > >----------------------------------------------------------------- >C. K. Krishnadas c k krish at cyberspace dot o r g >ckkrish@cyberspace.org http://www.cyberspace.org/~ckkrish >na.kck@na-net.ornl.gov >----------------------------------------------------------------- > > > > /\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\ |~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~| | LYND BACON & ASSOCIATES, LTD. http://www.lba.com | | marketing and management science mr.daemon@lba.com | | Homewood IL USA +1.708.957.0883 | | --------------------- | | | Find out about the Chicago ASA monthly speaker series | | at http://www.lba.com/asa-lunch.html | \/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/\/
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