Multivariate Analysis of Data in Sensory Science

T. Naes , E. Risvik

The state-of-the-art of multivariate analysis in sensory science is described in this volume. Both methods for aggregated and individual sensory profiles are discussed. Processes and results are presented in such a way that they can be understood not only by statisticians but also by experienced sensory panel leaders and users of sensory analysis. The techniques presented are focused on examples and interpretation rather than on the technical aspects, with an emphasis on new and important methods which are possibly not so well known to scientists in the field. Important features of the book are discussions on the relationship among the methods with a strong accent on the connection between problems and methods. All procedures presented are described in relation to sensory data and not as completely general statistical techniques. Sensory scientists, applied statisticians, chemometricians, those working in consumer science, food scientists and agronomers will find this book of value.
  • Limba : Engleza
  • Cuprins : Understanding latent phenomena, E. Risvik; experimental design, E.A. Hunter; preference mapping for product optimization, J.A. McEwan; analyzing complex sensory data by non-linear artificial neural networks, K. Kvaal and J.A. McEwan; relationships between sensory measurements and features extracted from images, K. Kvaal et al; analyzing differences among products and panelists by multidimensional scaling, R. Popper and H. Heymann; procrustes analysis in sensory research, G. Dijksterhius; generalized canonical analysis of individual sensory profiles and instrumental data, E. van der Burg and G. Dijksterhuis; defining and validating assessor compromises about product distances and attribute correlations, P. Schlich; analyzing individual profiles by three-way factor analysis, P.M. Brockhoff et al.
  • Data Publicarii : 01 Feb 1996
  • Format : Hardback
  • Numar pagini : 364
  • ISBN : 9780444899569
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