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Statistics for Sensory and Consumer Science

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John Wiley & Sons, Jun 20, 2011 - Technology & Engineering - 294 pages
As we move further into the 21st Century, sensory and consumer studies continue to develop, playing an important role in food science and industry. These studies are crucial for understanding the relation between food properties on one side and human liking and buying behaviour on the other.

This book by a group of established scientists gives a comprehensive, up-to-date overview of the most common statistical methods for handling data from both trained sensory panels and consumer studies of food.

It presents the topic in two distinct sections: problem-orientated (Part I) and method orientated (Part II), making it to appropriate for people at different levels with respect to their statistical skills.

This book succesfully:

  • Makes a clear distinction between studies using a trained sensory panel and studies using consumers.
  • Concentrates on experimental studies with focus on how sensory assessors or consumers perceive and assess various product properties.
  • Focuses on relationships between methods and techniques and on considering all of them as special cases of more general statistical methodologies

It is assumed that the reader has a basic knowledge of statistics and the most important data collection methods within sensory and consumer science.

This text is aimed at food scientists and food engineers working in research and industry, as well as food science students at master and PhD level. In addition, applied statisticians with special interest in food science will also find relevant information within the book.

  

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Review: Statistics for Sensory and Consumer Science

User Review  - Hanne - Goodreads

i noticed someone created this book, but so far it wasn't added or rated. that shouldn't be the case! of all the science and statistic reference books i have in my cupboard (plenty!), this is the one ... Read full review

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Contents

Preface
Quality Control of Sensory Profile Data
Correction Methods and Other Remedies
Detecting and Studying SensoLy Differences
Relating Sensory Data to Other Measurements
Profiles and External Data
Investigating Important Factors Influencing Food
Preference Mapping for Understanding Relations
Design of Experiments for Sensory
Designs
ANOVA for Sensory and Consumer Data
Principal Component Analysis
Multiple Regression Principal Components
Cluster Analysis Unsupervised Classification
Miscellaneous Methodologies
Nomenclature Symbols and Abbreviations

Segmentation of Consumer Data
Basic Statistics

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About the author (2011)

Professor Tormod Naes is a Principal Research Scientist based at Matforsk, a government food research laboratory, in Norway. He received his PhD in statistics from University of Oslo in 1984. He is also currently employed as a Professor at the Institute of Mathematics at the University of Oslo. He serves on the editorial boards of Journal of Chemometrics, Journal of Near Infrared Spectroscopy and Food Quality and Preference.
His main area of research is the development and use of multivariate statistical methods in food science. In particular in applications within the areas of sensory analysis, spectroscopy, process optimisation and bioinformatics. He has published 108 refereed papers and co-authored and co-edited 5 books in multivariate analysis and analysis of variance, including the highly cited "Multivariate Calibration" co-authored with Professor Harald Martens (Wiley 1988). He has received the Tomas Hirschfeld award in NIR analysis. (1997), EAS award for achievements in chemometrics (1997), Kowalski award in Chemometrics (J. Wiley and Sons) (2006) and is an Honorary member of the Chemometric Society of Norway (2006).

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