Multivariate Analysis of Data in Sensory Science.
- نوع فایل : کتاب
- زبان : انگلیسی
- مؤلف : T Næs; E Risvik
- ناشر : Burlington : Elsevier,
- چاپ و سال / کشور: 1996
- شابک / ISBN : 9780080537160
Description
Front Cover; Multivariate analysis of data in sensory science; Copyright Page; Contents; Preface; Chapter 1. Understanding latent phenomena; Chapter 2. Experimental design; Chapter 3. Preference mapping for product optimization; Chapter 4. Analysing complex sensory data by non-linear artificial neural networks; Chapter 5. Relationships between sensory measurements and features extracted from images; Chapter 6. Analyzing differences among products and panelists by multidimensional scaling; Chapter 7. Procrustes analysis in sensory research.
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 ar.