Staff Publications

Staff Publications

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    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

    We have a manual that explains all the features 

Record number 370461
Title Calibration of multivariate scatter plots for exploratory analysis of relations within and between sets of variables in genomic research
Author(s) Graffelman, J.; Eeuwijk, F.A. van
Source Biometrical Journal 47 (2005)6. - ISSN 0323-3847 - p. 863 - 879.
DOI https://doi.org/10.1002/bimj.200510177
Department(s) Laboratory of Plant Breeding
PE&RC
Publication type Refereed Article in a scientific journal
Publication year 2005
Keyword(s) canonical correlation-analysis - principal component analysis - biplots
Abstract The scatter plot is a well known and easily applicable graphical tool to explore relationships between two quantitative variables. For the exploration of relations between multiple variables, generalisations of the scatter plot are useful. We present an overview of multivariate scatter plots focussing on the following situations. Firstly, we look at a scatter plot for portraying relations between quantitative variables within one data matrix. Secondly, we discuss a similar plot for the case of qualitative variables. Thirdly, we describe scatter plots for the relationships between two sets of variables where we focus on correlations. Finally, we treat plots of the relationships between multiple response and predictor variables, focussing on the matrix of regression coefficients. We will present both known and new results, where an important original contribution concerns a procedure for the inclusion of scales for the variables in multivariate scatter plots. We provide software for drawing such scales. We illustrate the construction and interpretation of the plots by means of examples on data collected in a genomic research program on taste in tomato
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