000 02939nam a22004815i 4500
001 978-1-4020-2236-4
003 DE-He213
005 20251006084448.0
007 cr nn 008mamaa
008 100301s2005 ne | s |||| 0|eng d
020 _a9781402022364
020 _a99781402022364
024 7 _a10.1007/1-4020-2236-0
_2doi
082 0 4 _a519.5
_223
100 1 _aRoux, Brigitte.
_eauthor.
245 1 0 _aGeometric Data Analysis
_h[electronic resource] :
_bFrom Correspondence Analysis to Structured Data Analysis /
_cby Brigitte Roux, Henry Rouanet.
264 1 _aDordrecht :
_bSpringer Netherlands,
_c2005.
300 _aXI, 475 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aOverview of Geometric Data Analysis ('Overview') -- Correspondence Analysis -- Euclidean Cloud -- Principal Component Analysis -- Multiple Correspondence Analysis (MCA) -- Structured Data Analysis -- Stability of a Euclidean Cloud -- Inductive Data Analysis -- Research Case Studies -- Mathematical Bases.
520 _aGeometric Data Analysis (GDA) is the name suggested by P. Suppes (Stanford University) to designate the approach to Multivariate Statistics initiated by Benzécri as Correspondence Analysis, an approach that has become more and more used and appreciated over the years. This book presents the full formalization of GDA in terms of linear algebra - the most original and far-reaching consequential feature of the approach - and shows also how to integrate the standard statistical tools such as Analysis of Variance, including Bayesian methods. Chapter 9, Research Case Studies, is nearly a book in itself; it presents the methodology in action on three extensive applications, one for medicine, one from political science, and one from education (data borrowed from the Stanford computer-based Educational Program for Gifted Youth ). Thus the readership of the book concerns both mathematicians interested in the applications of mathematics, and researchers willing to master an exceptionally powerful approach of statistical data analysis.
650 0 _aSTATISTICS.
650 0 _aCOMPUTATIONAL LINGUISTICS.
650 0 _aECONOMICS.
650 0 _aSOCIOLOGY.
650 1 4 _aSTATISTICS.
650 2 4 _aSTATISTICS, GENERAL.
650 2 4 _aECONOMIC THEORY.
650 2 4 _aSTATISTICS FOR LIFE SCIENCES, MEDICINE, HEALTH SCIENCES.
650 2 4 _aCOMPUTATIONAL LINGUISTICS.
650 2 4 _aSOCIOLOGY.
700 1 _aRouanet, Henry.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781402022357
856 4 0 _uhttp://dx.doi.org/10.1007/1-4020-2236-0
_zVer el texto completo en las instalaciones del CICY
912 _aZDB-2-SMA
942 _2ddc
_cER
999 _c60212
_d60212