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Journal of Applied Statistics Volume 35, 2008 - Issue 9
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Original Articles

Measures of fit in principal component and canonical variate analyses

Sugnet Gardner-Lubbe Department of Statistics and Actuarial Science, Stellenbosch University, Stellenbosch, South Africa
,
Niël J. Le Roux Department of Statistics and Actuarial Science, Stellenbosch University, Stellenbosch, South AfricaCorrespondence[email protected]
&
John C. Gowers The Open University, Milton Keynes, UK
Pages 947-965 | Published online: 01 Aug 2008

Citations (19)

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Opeoluwa F. Oyedele. (2021) Extension of biplot methodology to multivariate regression analysis. Journal of Applied Statistics 48:10, pages 1816-1832.
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Baris Alkan & Cemal Atakan. (2011) Use of canonical variate analysis biplot in examination of choline content data of some foods. International Journal of Food Sciences and Nutrition 62:2, pages 171-174.
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Articles from other publishers (17)

Niel le Roux & Sugnet Gardner-Lubbe. (2024) A two-group canonical variate analysis biplot for an optimal display of both means and cases. Advances in Data Analysis and Classification.
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Laura Vicente-Gonzalez  & Jose Luis Vicente-Villardon. (2022) Partial Least Squares Regression for Binary Responses and Its Associated Biplot Representation. Mathematics 10:15, pages 2580.
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R.F. Rossouw, R.L.J. Coetzer & N.J. Le Roux. (2020) Variable contribution identification and visualization in multivariate statistical process monitoring. Chemometrics and Intelligent Laboratory Systems 196, pages 103894.
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Miguel J. Rodo, Virginie Rozot, Elisa Nemes, One Dintwe, Mark Hatherill, Francesca Little & Thomas J. Scriba. (2019) A comparison of antigen-specific T cell responses induced by six novel tuberculosis vaccine candidates. PLOS Pathogens 15:3, pages e1007643.
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Carla Barbosa, M. Rui Alves & Beatriz Oliveira. 2016. Handbook of Research on Computational Simulation and Modeling in Engineering. Handbook of Research on Computational Simulation and Modeling in Engineering 289 332 .
Marlize Z. Viviers, Jan P.I. Bekker, Barend V. Burger, Niel J. le Roux, John Morris & Maritha le Roux. (2015) Characterization of amniotic fluid of Dohne Merino ewes ( Ovis aries ) and its possible role in neonatal recognition . Zeitschrift für Naturforschung C 70:5-6, pages 115-128.
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Julian J. Dodson, Audrey Bourret, Marie France Barrette, Julie Turgeon, Gaétan Daigle, Michel Legault & Frédéric Lecomte. (2015) Intraspecific Genetic Admixture and the Morphological Diversification of an Estuarine Fish Population Complex. PLOS ONE 10:4, pages e0123172.
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John C. Gower, Niël J. Le Roux & Sugnet Gardner‐Lubbe. (2014) Biplots: quantitative data. WIREs Computational Statistics 7:1, pages 42-62.
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John Gower, Patrick J.F. Groenen, Michel Van de Velden & Karen Vines. (2014) Better perceptual maps: Introducing explanatory icons to facilitate interpretation. Food Quality and Preference 36, pages 61-69.
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Casper J. Albers & John C. Gower. (2014) Canonical Analysis: Ranks, Ratios and Fits. Journal of Classification 31:1, pages 2-27.
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M. Z. Viviers, B. V. Burger, N. J. le Roux, J. Morris & M. le Roux. (2014) Temporal Changes in the Neonatal Recognition Cue of Dohne Merino Lambs (Ovis aries). Chemical Senses 39:3, pages 249-262.
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R.L.J. Coetzer, R.F. Rossouw & N.J. Le Roux. (2014) Reference set selection with generalized orthogonal Procrustes analysis for multivariate statistical process monitoring of multiple production processes. Chemometrics and Intelligent Laboratory Systems 132, pages 52-62.
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Marlize Z. Viviers, Mark E. Smith, Eric Wilkes & Paul Smith. (2013) Effects of Five Metals on the Evolution of Hydrogen Sulfide, Methanethiol, and Dimethyl Sulfide during Anaerobic Storage of Chardonnay and Shiraz Wines. Journal of Agricultural and Food Chemistry 61:50, pages 12385-12396.
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Barend V. Burger, Marlize Z. Viviers, Niel J. le Roux, John Morris, Jan P. I. Bekker & Maritha le Roux. 2013. Chemical Signals in Vertebrates 12. Chemical Signals in Vertebrates 12 61 75 .
M. Rui Alves. (2012) Evaluation of the predictive power of biplot axes to automate the construction and layout of biplots based on the accuracy of direct readings from common outputs of multivariate analyses: 1. application to principal component analysis. Journal of Chemometrics 26:5, pages 180-190.
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Barend V. Burger, Marlize Z. Viviers, Neil J. Le Roux, John Morris, Jan P. I. Bekker & Maritha Le Roux. (2011) Olfactory Cue Mediated Neonatal Recognition in Sheep, Ovis aries. Journal of Chemical Ecology 37:10, pages 1150-1163.
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John Gower, Sugnet Lubbe & Niël le Roux. 2011. Understanding Biplots. Understanding Biplots 445 448 .

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