1,721,101 research outputs found

    The Analysis of Sensory and Chemical-Physical Variables via Multivariate Additive PLS Splines

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    When the information given by a panel of judges on wine sensory characteristics is resumed in a threeway table, Y, and the objective is to extract knowledge from a chemical data-set, X, which has a predictive power for wine sensorial variables, the study of the relationships between chemical–physical variables and sensorial data sets is really complex. In this paper after resuming the information in Y, we propose to consider multivariate additive partial least squares via splines, recently presented in literature, to predict Y by X

    Three-way Association Measure Decompositions: the Delta Index

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    In this paper we describe a general framework to decompose three-way association measures for contingency tables, in particular symmetric and non-symmetric measures will be discussed, like Pearson’s index, Marcotorchino’s index, whose special case is the Gray–Williams index, and a new non-symmetric one will be proposed, called the Delta index. After showing the orthogonal decomposition of these indices, practical examples illustrating the different decompositions will be give
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