Article View: sci.math.stat
Article #633Re: Principle Components Analysis
From: Richard E. Myers
Date: Sun, 04 Oct 1992 06:22
Date: Sun, 04 Oct 1992 06:22
47 lines
2419 bytes
2419 bytes
> Steve Sullivan <sullivan@csn.org> writes:
> I'm interested in learning about principle components
> analysis, but none of the profs I've talked to have
> any references.
>
> Can anyone recommend some good introductory books or
> articles?
I've become interested in using PCA to analyze a sequence of high
dimensional vectors (speech frames). My SYSTAT manual and a look on
mlvl turned up the following references:
5. MCDONALD RP.
COMMON PRINCIPAL COMPONENTS AND RELATED MULTIVARIATE METHODS - FLURY,B.
Pub type: Book Review.
JOURNAL OF CLASSIFICATION, 1990, V7 N2:310-312.
6. Flury, Bernhard, 1951-
Common principal components and related multivariate models / Bernhard
Flury. New York : Wiley, c1988.
Series title: Wiley series in probability and mathematical statistics.
8. Jackson, J. Edward.
A user's guide to principal components / J. Edward Jackson. New York :
Wiley, c1991.
Series title: Wiley series in probability and mathematical statistics.
Applied probability and statistics.
2. Harman, Harry Horace, 1913-1976.
Modern factor analysis. [Chicago] University of Chicago Press [1960].
1. Mulaik, Stanley A., 1935-
The foundations of factor analysis [by] Stanley A. Mulaik. New York,
McGraw-Hill [1971, c1972].
Series title: McGraw-Hill series in psychology.
1. Gnanadesikan, Ram, 1932-
Methods for statistical data analysis of multivariate observations / R.
Gnanadesikan. New York : Wiley, c1977.
Series title: Wiley series in probability and mathematical statistics.
Series title: A Wiley publication in applied statistics.
40. Mardia, K. V.
Multivariate analysis / K. V. Mardia, J. T. Kent, J. M. Bibby. London ;
New York : Academic Press, 1979.
Series title: Probability and mathematical statistics.
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arc1-ca.pugleaf.net!sparky!uunet!charon.amdahl.com!pacbell.com!iggy.GW.Vitalink.COM!cs.widener.edu!ukma!wupost!usc!news.service.uci.edu!ucivax!rmyersReferences:
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Newsgroups: sci.math.stat Path: arc1-ca.pugleaf.net!sparky!uunet!charon.amdahl.com!pacbell.com!iggy.GW.Vitalink.COM!cs.widener.edu!ukma!wupost!usc!news.service.uci.edu!ucivax!rmyers From: rmyers@ics.uci.edu (Richard E. Myers) Subject: Re: Principle Components Analysis Message-ID: <2ACE8DBF.22596@ics.uci.edu> Followup-To: sci.math.stat Keywords: PCA Reply-To: rmyers@ics.uci.edu (Richard E. Myers) Organization: Univ. of Calif., Irvine, Info. & Computer Sci. Dept. References: <BvIqDK.9EK@csn.org> Date: Sun, 4 Oct 1992 06:22:55 GMT Lines: 48