Multivariate Data Visualization

Multivariate analysis deals with the statistical analysis of observations where there are multiple responses on each observational unit. Let X be ann ́ p data matrix where the rows represent observations and the columns, variables. We will denote the variables by X1, X2, ..., Xp. In most cases, it is necessary to sphere the data by subtracting out the means and dividing by the standard deviations. If outliers are a possibility, then a robust sphering method such as that discussed by Venables and Ripley [44, p. 266] should also be tried. Important special cases are p = 1, 2, 3 which correspond to univariate, bivariate and trivariate data.

Cesare Pautasso | Umberto Straccia | Heiko Schuldt | Josep Domingo-Ferrer | Vasant Honavar | Pavel Zezula | Gerhard Weikum | Denilson Barbosa | Peter Boncz | Stefano Spaccapietra | Guimei Liu | Giuseppe Santucci | Carlo Meghini | Marina Blanton | Michal Batko | Cornelia Caragea | Vlastislav Dohnal | Barbara Carminati | Wojciech Cellary | Ophir Frieder | Enrico Puppo | Demetrios Zeinalipour-Yazti | Esteban Zimányi | Ouri Wolfson | Nick Craswell | Weiyi Meng | Christoph Quix | Christian S. Jensen | Thijs Westerveld | Jeffrey Xu Yu | Carson Kai-Sang Leung | Stefan Manegold | Torben Bach Pedersen | Christine Parent | Matthias Renz | Bhavani Thuraisingham | Monica Sebillo | Amarnath Gupta | Carlos Guestrin | Xifeng Yan | Gonzalo Navarro | Sara Bouchenak | Antony Unwin | Per-Åke Larson | Suzanne W. Dietrich | Yan Luo | Steven M. Beitzel | Eric C. Jensen | Nerius Tradišauskas | Ethan V. Munson | Alex Wun | Kazuo Goda | Stephen E. Fienberg | Jiashun Jin | Mirella M. Moro | Noël de Palma | Wei Tang | Manfred A. Jeusfeld | Raymond K. Pon | David J. Buttler | Ioana Manolescu | Jeffrey Xu Yu | Emmanuel Cecchet | Vivien Quéma | Panos K. Chrysanthis | Amol Deshpande | Sam Madden | Ralf Hartmut Güting | Heng Tao Shen | Ramesh Jain | Paolo Ciaccia | K. Selcuk Candan | Maria Luisa Sapino | Fabrizio Sebastiani | Frank Nack | V. S. Subrahmanian | Maria Vanina Martinez | DR. Reforgiato | Giuliana Vitiello | Maria De Marsico | Kaladhar Voruganti | Christelle Vangenot | Prasan Roy | S. Sudarshan | Peer Kröger | Solmaz Kolahi

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