000			03257nam a22005055i 4500
001			978-0-387-71762-3
003			DE-He213
005			20250710084013.0
007			cr nn 008mamaa
008			100301s2008 xxu| s |||| 0|eng d
020			_a9780387717623 _a99780387717623
024	7		_a10.1007/978-0-387-71762-3 _2doi
082	0	4	_a519.5 _223
100	1		_aCook, Dianne. _eauthor.
245	1	0	_aInteractive and Dynamic Graphics for Data Analysis _h[recurso electrónico] : _bWith R and Ggobi / _cby Dianne Cook, Deborah F. Swayne.
264		1	_aNew York, NY : _bSpringer New York, _c2008.
300			_bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_arecurso en línea _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aUse R!
505	0		_aTheToolbox -- Missing Values -- Supervised Classification -- Cluster Analysis -- Miscellaneous Topics -- Datasets.
520			_aThis richly illustrated book describes the use of interactive and dynamic graphics as part of multidimensional data analysis. Chapters include clustering, supervised classification, and working with missing values. A variety of plots and interaction methods are used in each analysis, often starting with brushing linked low-dimensional views and working up to manual manipulation of tours of several variables. The role of graphical methods is shown at each step of the analysis, not only in the early exploratory phase, but in the later stages, too, when comparing and evaluating models. All examples are based on freely available software: GGobi for interactive graphics and R for static graphics, modeling, and programming. The printed book is augmented by a wealth of material on the web, encouraging readers follow the examples themselves. The web site has all the data and code necessary to reproduce the analyses in the book, along with movies demonstrating the examples. The book may be used as a text in a class on statistical graphics or exploratory data analysis, for example, or as a guide for the independent learner. Each chapter ends with a set of exercises. The authors are both Fellows of the American Statistical Association, past chairs of the Section on Statistical Graphics, and co-authors of the GGobi software. Dianne Cook is Professor of Statistics at Iowa State University. Deborah Swayne is a member of the Statistics Research Department at AT&T Labs.
650		0	_aSTATISTICS.
650		0	_aDATA MINING.
650		0	_aBIOINFORMATICS.
650		0	_aVISUALIZATION.
650		0	_aMATHEMATICAL STATISTICS.
650	1	4	_aSTATISTICS.
650	2	4	_aSTATISTICAL THEORY AND METHODS.
650	2	4	_aSTATISTICS AND COMPUTING/STATISTICS PROGRAMS.
650	2	4	_aDATA MINING AND KNOWLEDGE DISCOVERY.
650	2	4	_aBIOINFORMATICS.
650	2	4	_aVISUALIZATION.
700	1		_aSwayne, Deborah F. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9780387717616
830		0	_aUse R!
856	4	0	_uhttp://dx.doi.org/10.1007/978-0-387-71762-3 _zVer el texto completo en las instalaciones del CICY
912			_aZDB-2-SMA
942			_2ddc _cER
999			_c58288 _d58288