000 03832nam a22005535i 4500
001 978-0-387-71762-3
003 DE-He213
005 20181204132645.0
007 cr nn 008mamaa
008 100301s2007 xxu| s |||| 0|eng d
020 _a9780387717623
_9978-0-387-71762-3
024 7 _a10.1007/978-0-387-71762-3
_2doi
040 _aISI Library, Kolkata
050 4 _aQA276-280
072 7 _aPBT
_2bicssc
072 7 _aMAT029000
_2bisacsh
072 7 _aPBT
_2thema
082 0 4 _a519.5
_223
100 1 _aCook, Dianne.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aInteractive and Dynamic Graphics for Data Analysis
_h[electronic resource] :
_bWith R and Ggobi /
_cby Dianne Cook, Deborah F. Swayne.
264 1 _aNew York, NY :
_bSpringer New York,
_c2007.
300 _aXVIII, 188 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aUse R!,
_x2197-5736
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 _aMathematical statistics.
650 0 _aData mining.
650 0 _aBioinformatics.
650 0 _aVisualization.
650 1 4 _aStatistical Theory and Methods.
_0http://scigraph.springernature.com/things/product-market-codes/S11001
650 2 4 _aStatistics and Computing/Statistics Programs.
_0http://scigraph.springernature.com/things/product-market-codes/S12008
650 2 4 _aData Mining and Knowledge Discovery.
_0http://scigraph.springernature.com/things/product-market-codes/I18030
650 2 4 _aBioinformatics.
_0http://scigraph.springernature.com/things/product-market-codes/L15001
650 2 4 _aVisualization.
_0http://scigraph.springernature.com/things/product-market-codes/M14034
700 1 _aSwayne, Deborah F.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9780387518862
776 0 8 _iPrinted edition:
_z9780387717616
830 0 _aUse R!,
_x2197-5736
856 4 0 _uhttps://doi.org/10.1007/978-0-387-71762-3
912 _aZDB-2-SMA
942 _cEB
950 _aMathematics and Statistics (Springer-11649)
999 _c425555
_d425555