Statistics for Food Scientists

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Publisher : Academic Press
ISBN 13 : 0124171907
Total Pages : 184 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Statistics for Food Scientists by : Frank Rossi

Download or read book Statistics for Food Scientists written by Frank Rossi and published by Academic Press. This book was released on 2015-10-06 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: The practical approached championed in this book have led to increasing the quality on many successful products through providing a better understanding of consumer needs, current product and process performance and a desired future state. In 2009, Frank Rossi and Viktor Mirtchev brought their practical statistical thinking forward and created the course “Statistics for Food Scientists . The intent of the course was to help product and process developers increase the probability of their project’s success through the incorporation of practical statistical thinking in their challenges. The course has since grown and has become the basis of this book. Presents detailed descriptions of statistical concepts and commonly used statistical tools to better analyze data and interpret results Demonstrates thorough examples and specific practical problems of what food scientists face in their work and how the tools of statistics can help them to make more informed decisions Provides information to show how statistical tools are applied to improve research results, enhance product quality, and promote overall product development

Statistics in Food Science and Nutrition

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Publisher : Springer Science & Business Media
ISBN 13 : 1461450098
Total Pages : 71 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Statistics in Food Science and Nutrition by : Are Hugo Pripp

Download or read book Statistics in Food Science and Nutrition written by Are Hugo Pripp and published by Springer Science & Business Media. This book was released on 2012-09-10 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many statistical innovations are linked to applications in food science. For example, the student t-test (a statistical method) was developed to monitor the quality of stout at the Guinness Brewery and multivariate statistical methods are applied widely in the spectroscopic analysis of foods. Nevertheless, statistical methods are most often associated with engineering, mathematics, and the medical sciences, and are rarely thought to be driven by food science. Consequently, there is a dearth of statistical methods aimed specifically at food science, forcing researchers to utilize methods intended for other disciplines. The objective of this Brief will be to highlight the most needed and relevant statistical methods in food science and thus eliminate the need to learn about these methods from other fields. All methods and their applications will be illustrated with examples from research literature. ​

Easy Statistics for Food Science with R

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Publisher : Academic Press
ISBN 13 : 0128142634
Total Pages : 228 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Easy Statistics for Food Science with R by : Abbas F. M. Alkarkhi

Download or read book Easy Statistics for Food Science with R written by Abbas F. M. Alkarkhi and published by Academic Press. This book was released on 2018-09-18 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Easy Statistics for Food Science with R presents the application of statistical techniques to assist students and researchers who work in food science and food engineering in choosing the appropriate statistical technique. The book focuses on the use of univariate and multivariate statistical methods in the field of food science. The techniques are presented in a simplified form without relying on complex mathematical proofs. This book was written to help researchers from different fields to analyze their data and make valid decisions. The development of modern statistical packages makes the analysis of data easier than before. The book focuses on the application of statistics and correct methods for the analysis and interpretation of data. R statistical software is used throughout the book to analyze the data. Contains numerous step-by-step tutorials help the reader to learn quickly Covers the theory and application of the statistical techniques Shows how to analyze data using R software Provides R scripts for all examples and figures

Mathematical and Statistical Methods in Food Science and Technology

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Publisher : John Wiley & Sons
ISBN 13 : 1118433688
Total Pages : 540 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Mathematical and Statistical Methods in Food Science and Technology by : Daniel Granato

Download or read book Mathematical and Statistical Methods in Food Science and Technology written by Daniel Granato and published by John Wiley & Sons. This book was released on 2014-03-03 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical and Statistical Approaches in Food Science and Technology offers an accessible guide to applying statistical and mathematical technologies in the food science field whilst also addressing the theoretical foundations. Using clear examples and case-studies by way of practical illustration, the book is more than just a theoretical guide for non-statisticians, and may therefore be used by scientists, students and food industry professionals at different levels and with varying degrees of statistical skill.

Statistical Methods for Food Science

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118541642
Total Pages : 341 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Statistical Methods for Food Science by : John A. Bower

Download or read book Statistical Methods for Food Science written by John A. Bower and published by John Wiley & Sons. This book was released on 2013-09-23 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recording and analysis of food data are becoming increasingly sophisticated. Consequently, the food scientist in industry or at study faces the task of using and understanding statistical methods. Statistics is often viewed as a difficult subject and is often avoided because of its complexity and a lack of specific application to the requirements of food science. This situation is changing – there is now much material on multivariate applications for the more advanced reader, but a case exists for a univariate approach aimed at the non-statistician. This second edition of Statistical Methods for Food Science provides a source text on accessible statistical procedures for the food scientist, and is aimed at professionals and students in food laboratories where analytical, instrumental and sensory data are gathered and require some form of summary and analysis before interpretation. It is suitable for the food analyst, the sensory scientist and the product developer, and others who work in food-related disciplines involving consumer survey investigations will also find many sections of use. There is an emphasis on a ‘hands-on’ approach, and worked examples using computer software packages and the minimum of mathematical formulae are included. The book is based on the experience and practice of a scientist engaged for many years in research and teaching of analytical and sensory food science at undergraduate and post-graduate level. This revised and updated second edition is accompanied by a new companion website giving the reader access to the datasets and Excel spreadsheets featured in the book. Check it out now by visiting www.wiley.com/go/bower/statistical or by scanning the QR code below.

Statistics for Sensory and Consumer Science

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Publisher : John Wiley & Sons
ISBN 13 : 1119957249
Total Pages : 268 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Statistics for Sensory and Consumer Science by : Tormod Næs

Download or read book Statistics for Sensory and Consumer Science written by Tormod Næs and published by John Wiley & Sons. This book was released on 2011-06-20 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Applied Statistics for Food and Agricultural Scientists

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Publisher :
ISBN 13 :
Total Pages : 338 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Applied Statistics for Food and Agricultural Scientists by : Subhash C. Puri

Download or read book Applied Statistics for Food and Agricultural Scientists written by Subhash C. Puri and published by . This book was released on 1980 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: An applied statistics text is offered for college students, teachers, research scientists, and those engaged in agriculture and the food industries. The sequence of topic presentation proceeds from data organization and tabulation, through graphing (to obtain the data distribution pattern), to analysis of the pattern (to determine location and dispersion parameters); interpretation of the results and report-writing are the final phases. A comprehensive range of direct statistical tests is covered, along with numerous examples and problems. Mathematical complexities and formula derivations are avoided; a knowledge of high school mathematics is sufficient to underastand and apply the statistical methods covered. (wz).

Statistical Aspects of the Microbiological Examination of Foods

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Publisher : Academic Press
ISBN 13 : 0128039744
Total Pages : 352 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Statistical Aspects of the Microbiological Examination of Foods by : Basil Jarvis

Download or read book Statistical Aspects of the Microbiological Examination of Foods written by Basil Jarvis and published by Academic Press. This book was released on 2016-07-12 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Aspects of the Microbiological Examination of Foods, Third Edition, updates some important statistical procedures following intensive collaborative work by many experts in microbiology and statistics, and corrects typographic and other errors present in the previous edition. Following a brief introduction to the subject, basic statistical concepts and procedures are described including both theoretical and actual frequency distributions that are associated with the occurrence of microorganisms in foods. This leads into a discussion of the methods for examination of foods and the sources of statistical and practical errors associated with the methods. Such errors are important in understanding the principles of measurement uncertainty as applied to microbiological data and the approaches to determination of uncertainty. The ways in which the concept of statistical process control developed many years ago to improve commercial manufacturing processes can be applied to microbiological examination in the laboratory. This is important in ensuring that laboratory results reflect, as precisely as possible, the microbiological status of manufactured products through the concept and practice of laboratory accreditation and proficiency testing. The use of properly validated standard methods of testing and the verification of ‘in house’ methods against internationally validated methods is of increasing importance in ensuring that laboratory results are meaningful in relation to development of and compliance with established microbiological criteria for foods. The final chapter of the book reviews the uses of such criteria in relation to the development of and compliance with food safety objectives. Throughout the book the theoretical concepts are illustrated in worked examples using real data obtained in the examination of foods and in research studies concerned with food safety. Includes additional figures and tables together with many worked examples to illustrate the use of specific procedures in the analysis of data obtained in the microbiological examination of foods Offers completely updated chapters and six new chapters Brings the reader up to date and allows easy access to individual topics in one place Corrects typographic and other errors present in the previous edition

Practical Statistics for Data Scientists

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491952911
Total Pages : 395 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Practical Statistics for Data Scientists by : Peter Bruce

Download or read book Practical Statistics for Data Scientists written by Peter Bruce and published by "O'Reilly Media, Inc.". This book was released on 2017-05-10 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you’ll learn: Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that “learn” from data Unsupervised learning methods for extracting meaning from unlabeled data

Introduction to Statistics for Forensic Scientists

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118700104
Total Pages : 276 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Introduction to Statistics for Forensic Scientists by : David Lucy

Download or read book Introduction to Statistics for Forensic Scientists written by David Lucy and published by John Wiley & Sons. This book was released on 2013-05-03 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Statistics for Forensic Scientists is an essential introduction to the subject, gently guiding the reader through the key statistical techniques used to evaluate various types of forensic evidence. Assuming only a modest mathematical background, the book uses real-life examples from the forensic science literature and forensic case-work to illustrate relevant statistical concepts and methods. Opening with a brief overview of the history and use of statistics within forensic science, the text then goes on to introduce statistical techniques commonly used to examine data obtained during laboratory experiments. There is a strong emphasis on the evaluation of scientific observation as evidence and modern Bayesian approaches to interpreting forensic data for the courts. The analysis of key forms of evidence are discussed throughout with a particular focus on DNA, fibres and glass. An invaluable introduction to the statistical interpretation of forensic evidence; this book will be invaluable for all undergraduates taking courses in forensic science. Introduction to the key statistical techniques used in the evaluation of forensic evidence Includes end of chapter exercises to enhance student understanding Numerous examples taken from forensic science to put the subject into context

Statistical Methods for Food Science

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 9781444320954
Total Pages : 320 pages
Book Rating : 4.3/5 (29 download)

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Book Synopsis Statistical Methods for Food Science by : John A. Bower

Download or read book Statistical Methods for Food Science written by John A. Bower and published by John Wiley & Sons. This book was released on 2009-11-09 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recording and analysis of food data are becoming increasingly sophisticated. Consequently, the food scientist in industry or at study faces the task of using and understanding statistical methods. Statistics is often viewed as a difficult subject and is often avoided because of its complexity and a lack of specific application to the requirements of food science. This situation is changing – there is now much material on multivariate applications for the more advanced reader, but a case exists for a univariate approach aimed at the non-statistician. This book provides a source text on accessible statistical procedures for the food scientist, and is aimed at professionals and students in food laboratories where analytical, instrumental and sensory data are gathered and require some form of summary and analysis before interpretation. It is suitable for the food analyst, the sensory scientist and the product developer, and others who work in food-related disciplines involving consumer survey investigations will also find many sections of use. There is an emphasis on a ‘hands on’ approach, and worked examples using computer software packages and the minimum of mathematical formulae are included. The book is based on the experience and practice of a scientist engaged for many years in research and teaching of analytical and sensory food science at undergraduate and post-graduate level.

Practical Statistics for Environmental and Biological Scientists

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Publisher : John Wiley & Sons
ISBN 13 : 1118687418
Total Pages : 290 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Practical Statistics for Environmental and Biological Scientists by : John Townend

Download or read book Practical Statistics for Environmental and Biological Scientists written by John Townend and published by John Wiley & Sons. This book was released on 2013-04-30 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: All students and researchers in environmental and biological sciences require statistical methods at some stage of their work. Many have a preconception that statistics are difficult and unpleasant and find that the textbooks available are difficult to understand. Practical Statistics for Environmental and Biological Scientists provides a concise, user-friendly, non-technical introduction to statistics. The book covers planning and designing an experiment, how to analyse and present data, and the limitations and assumptions of each statistical method. The text does not refer to a specific computer package but descriptions of how to carry out the tests and interpret the results are based on the approaches used by most of the commonly used packages, e.g. Excel, MINITAB and SPSS. Formulae are kept to a minimum and relevant examples are included throughout the text.

Statistics for Engineers and Scientists

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Author :
Publisher : McGraw-Hill
ISBN 13 :
Total Pages : 936 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Statistics for Engineers and Scientists by : William Cyrus Navidi

Download or read book Statistics for Engineers and Scientists written by William Cyrus Navidi and published by McGraw-Hill. This book was released on 2008 with total page 936 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Electronic Noses and Tongues in Food Science

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Publisher : Academic Press
ISBN 13 : 0128004029
Total Pages : 332 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Electronic Noses and Tongues in Food Science by : Maria Luz Rodriguez Mendez

Download or read book Electronic Noses and Tongues in Food Science written by Maria Luz Rodriguez Mendez and published by Academic Press. This book was released on 2016-02-19 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electronic Noses and Tongues in Food Science describes the electronic products of advanced chemical and physical sciences combined with intuitive integration of microprocessors, advanced bioinformatics and statistics. These include, for example, voltammetric, bio-electronic, piezoelectric platforms made from a variety of components including, nanoparticles, enzyme biosensors, heavy metals, graphite-epoxy composites, metal oxide semiconductors, microelectrodes, microfluidic channels, pre-manufactured gas sensors, redox enzymes and others and is an ideal resource for understanding and utilizing their power in Food Science settings. Devices used to analyse one particular food item can theoretically be adapted for other food items or components. This does not just mean the re-deploying the physical platforms but also the mode of bioinformatic and statistical analysis. This includes artificial neural networks (ANN), linear discriminant analysis (LDA), partial least squares (PLS), principal component analysis (PCA) etc. In other words, there is cross transference of chemistry, physics, concepts, techniques, findings and approaches from one food to another. Electronic noses and tongues are two of these devices but are advancing in application and importance. This book provides examples of the use of electronic noses and tongues to characterise components that contribute to sensory or compositional profiles, from ripening to harvesting and from storage of raw materials to packaging and consumption. These devises are suitable for high-throughput analysis, quality control or to determine the nature and extent of spoilage and adulteration, and have also been used to ascertain the geographical origins of food and mixtures. Presents latest developments in the application of electronic nose and tongue technologies to a variety of food-specific needs Includes both electronic nose, electronic tongue and combined technology insights Each chapter has sections on: The physical and chemical platforms; Analysis of specific foods; Applications to other foods and areas of food science

Principles of Statistics for Engineers and Scientists

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Publisher : College Ie Overruns
ISBN 13 : 9780070166974
Total Pages : 582 pages
Book Rating : 4.1/5 (669 download)

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Book Synopsis Principles of Statistics for Engineers and Scientists by : William Cyrus Navidi

Download or read book Principles of Statistics for Engineers and Scientists written by William Cyrus Navidi and published by College Ie Overruns. This book was released on 2010 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principles of Statistics for Engineers and Scientists offers the same crystal clear presentation of applied statistics as Bill Navidi's Statistics for Engineers and Scientists text, in a manner especially designed for the needs of a one-semester course that is focused on applications. By presenting ideas in the context of real-world data sets and with plentiful examples of computer output, the book is great for motivating students to understand the importance of statistics in their careers and their lives. The text features a unique approach highlighted by an engaging writing style that explains difficult concepts clearly and the use of contemporary real world data sets to help motivate students and show direct connections to industry and research. While focusing on practical applications of statistics, the text makes extensive use of examples to motivate fundamental concepts and to develop intuition.

Food Science and Technology

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Publisher : John Wiley & Sons
ISBN 13 : 1444357824
Total Pages : 799 pages
Book Rating : 4.4/5 (443 download)

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Book Synopsis Food Science and Technology by : Geoffrey Campbell-Platt

Download or read book Food Science and Technology written by Geoffrey Campbell-Platt and published by John Wiley & Sons. This book was released on 2011-08-26 with total page 799 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brand new comprehensive text and reference book is designed to cover all the essential elements of food science and technology, including all core aspects of major food science and technology degree programs being taught worldwide. Food Science and Technology, supported by the International Union of Food Science and Technology comprises 21 chapters, carefully written in a user-friendly style by 30 eminent industry experts, teachers and researchers from across the world. All authors are recognised experts in their respective fields, and together represent some of the world’s leading universities and international food science and technology organisations. Expertly drawn together, produced and edited, Food Science and Technology provides the following: Coverage of all the elements of food science and technology degree programs internationally Essential information for all professionals in the food industry worldwide Chapters written by authoritative, internationally respected contributing authors A must-have reference book for libraries in every university, food science and technology research institute, and food company globally Additional resources published on the book's web site: www.wiley.com/go/campbellplatt About IUFoST The International Union of Food Science and Technology (IUFoST) is a country-membership organisation representing some 65 member countries, and around 200,000 food scientists and technologists worldwide. IUFoST is the global voice of food science and technology, dedicated to promoting the sharing of knowledge and good practice in food science and technology internationally. IUFoST organises World Congresses of Food Science and Technology, and has established the International Academy of Food Science and Technology (IAFoST) to which eminent food scientists can be elected by peer review. For further information about IUFoST and its activities, visit: www.iufost.org

Computer Applications in Food Technology

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Author :
Publisher : Elsevier
ISBN 13 : 9780080529714
Total Pages : 300 pages
Book Rating : 4.5/5 (297 download)

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Book Synopsis Computer Applications in Food Technology by : R. Paul Singh

Download or read book Computer Applications in Food Technology written by R. Paul Singh and published by Elsevier. This book was released on 1996-08-12 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Institute of Food Technologists (IFT) recently endorsed the use of computers in food science education. The minimum standards for degrees in food science, as suggested by IFT,"require the students to use computers in the solution of problems, the collection and analysis of data, the control processes, in addition to word processing."Because they are widely used in business, allow statistical and graphical of experimental data, and can mimic laboratory experimentation, spreadsheets provide an ideal tool for learning the important features of computers and programming. In addition, they are ideally suited for food science students, who usually do not have an extensive mathematical background. Drawing from the many courses he has taught at UC Davis, Dr. Singh covers the general basics of spreadsheets using examples specific to food science. He includes more than 50 solved problems drawn from key areas of food science, namely food microbiology, food chemistry, sensory evaluation, statistical quality control, and food engineering. Each problem is presented with the required equations and detailed steps necessary for programming the spreadsheet. Helpful hints in using the spreadsheets are also provided throughout the text. Key Features * The first book to integrate speadsheets in teaching food science and technology * Includes more than 50 solved examples of spreadsheet use in food science and engineering * Presents a step-by-step introduction to spreadsheet use * Provides a food composition database on a computer disk