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Book Cover
E-book
Author Basford, Kaye E., 1952-

Title Graphical analysis of multiresponse data : illustrated with a plant breeding trial / K.E. Basford and J.W. Tukey
Published Boca Raton, Fla. : Chapman & Hall/CRC, ©1999

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Description 1 online resource (xvi, 587 pages) : illustrations
Series Interdisciplinary statistics
Interdisciplinary statistics.
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
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."--BOOK JACKET. "Graphical Analysis of Multiresponse Data is an invaluable aid for statisticians, data analysts, biometricians, plant breeders, behavioural scientists, social scientists and engineering scientists, as well as scientists in private firms, government institutions and research organisations concerned with the analysis and interpretation of experimental multiresponse data."--Jacket
Bibliography Includes bibliographical references (pages 575-577) and indexes
Notes K.E. Basford Reader in Biometry The University of Queensland Australia and J.W. Tukey Emeritus Professor Princeton University USA
Print version record
Subject Multivariate analysis -- Graphic methods.
Plant genetics -- Statistical methods
Plant breeding -- Research -- Statistical methods
Statistical methods.
Data processing.
Plant breeding.
MATHEMATICS -- Probability & Statistics -- General.
Multivariate analysis -- Graphic methods
Plant genetics -- Statistical methods
MÉTODOS GRÁFICOS (ANÁLISE MULTIVARIADA)
ESTATÍSTICA APLICADA (APLICAÇÕES)
BIOCIÊNCIAS.
Analyse multivariée -- Méthodes graphiques.
Génétique végétale -- Méthodes statistiques.
Plantes -- Amélioration génétique -- Méthodes statistiques.
Statistisk dataanalyse -- Grafisk fremstilling.
Form Electronic book
Author Tukey, John W. (John Wilder), 1915-2000.
ISBN 9780367811846
0367811847
9781000723021
100072302X
9781000715200
1000715205