Best, D. John

Nonparametrics for Sensory Science: A More Informative Approach

Best, D. John - Nonparametrics for Sensory Science: A More Informative Approach, ebook


Ebook, PDF with Adobe DRM
ISBN: 9780470293836
DRM Restrictions

Printing30 pages with an additional page accrued every day, capped at 30 pages
Copy to clipboard5 excerpts

Sensory evaluation is the perception science of the food industry. Sensory data can be costly to obtain and so gleaning the most information possible from the data is key. Increasingly, value is added to sensory evaluation by the use of statistics, especially to improve the quality of product development and to make the most of market research. Nonparametrics for Sensory Science is written to complement existing parametric methodology. Nonparametric methods are appropriate when facts are only available in nominal or ordinal form, and when the model assumptions necessary for parametric procedures do not hold.

Author Rayner and his colleagues consider problems including the most commonly occurring and important experimental designs: the one-sample, k-sample, blocked samples, samples with factorial structure and samples with correlation structure. Innovative new techniques are outlined and complemented with real examples. Techniques described may be applied to data where the traditional, most frequently applied nonparametric tests, such as the Kruskal-Wallis, the Friedman and the Spearman tests, are applied.

Those familiar with traditional nonparametric testing will be able to update their knowledge, acquiring powerful new methods. Those without prior knowledge of nonparametric testing will be able to acquire that knowledge through this book. Aimed at sensory scientists and statisticians interested in nonparametrics, the techniques of Nonparametrics for Sensory Science are of broad general interest, but are of particular interest in sensory evaluation applications.

Keywords: sensory evaluation, sensory science, sensory data, nonparametric methods, one-sample, k-sample, blocked sample, Sensory Science

John Wiley and Sons, Inc.
Publication year
Gardening, Agriculture, Forestry
Printed ISBN

Similar titles