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Graphical analysis of multiresponse data : illustrated with a plant breeding trial : interdisciplinary statistics

Author: Kaye E Basford; John W Tukey
Publisher: Boca Raton, Fla ; London : Chapman & Hall/CRC, ©1999.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
Graphical Analysis of Multiresponse Data presents a comprehensive summary of new and existing approaches to analysing multiresponse data, with an emphasis on graphical procedures. These procedures are used, in various ways, to analyse, summarize and present the data from a specific, well-known plant breeding trial. Graphical Analysis of Multiresponse Data is an invaluable aid for statisticians, data analysts,  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Kaye E Basford; John W Tukey
ISBN: 0849303842 9780849303845
OCLC Number: 154674707
Description: xvi, 587 pages : illustrations ; 25 cm
Contents: The example --
Styles of analysis --
Overall behaviour: SPLOMs across attributes and across environments --
Semigraphical comparison of genotypes for each attribute-environment pair --
Profiles of individual genotypes and groups --
SPLOMs for genotype groups --
Re-attribution of the responses on the 43 genotypes --
Semigraphical displays for the re-attributed data --
Re-environmenting --
Re-expression --
Global aspects of the data --
Data laundry --
Choices of expression --
Seeking exotic values --
Local analyses and displays --
Combined analyses --
Grouping and labelling genotypes --
Idiolinkage, nearest and centroid --
Other blended forms; xpanded idiolinkage --
Robust forms of idiolinkage --
Idiomax --
Robust sphering --
A side issue and more careful sphering --
A suggestion about 'G in or out' --
Detrivialization of one- and two-way tables: an introduction --
Later attributes and subtables --
Sphering the soybean data --
Grouping the soybean genotypes --
Ordering the environments --
One approach to plotting --
Smoothing short sequences (of perhaps 6 to 18 values) --
Presentations across attributes --
Choice of expression: generalities --
Removable inhomogeneity of variability --
Removable non-additivity --
Linearity of response --
Relative importance and combination --
Interpretation and hybridization.
Responsibility: K.E. Basford and J.W. Tukey.

Abstract:

Offering a comprehensive summary of fresh approaches to analyzing multiresponse data, this book emphasizes graphical procedures. It uses these procedures in various ways to analyze, summarize, and  Read more...

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"collaboration between a recognized expert in graphical data exploration methods, and a statistician experienced in the analysis of data from plant breeding trials." M. Talbot, Biometrics, Vol. 56, Read more...

 
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