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Statistics in Food and Biotechnology
From Theory to Practical Applications
Buch von Gerhard Schleining (u. a.)
Sprache: Englisch

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Beschreibung
The proper use of statistical methods is essential in food processing and biotechnology, and very few publications have focused on the practical application of these methods. This book utilizes case studies to explain the corresponding basics with a focus on understanding how and when to use the appropriate statistical methods. The text is structured according to practical applications, starting from data collection and data treatment, moving to product development, process control and analytical methods.
Practical Examples of Using Statistics in Food and Biotechnology begins with a detailed introduction to statistics and their use in food processing. The first main section focuses on statistics for data collection and treatment featuring scales of measurement, sampling and summarizing and presenting data. Another section looks at statistics for food product and process development, examining mixture experiments for different food groups from meat and fish to vegetables, juices, rice and olive oils. Further sections focus on statistical process control, statistics for sensory science and a wide range of analytical methods including LC-MS/MS and other cutting edge methods.
In providing practical, hands-on information on the use of statistics in food processing, this work will be of major importance for food professionals, industry staff and researchers in food and biotechnology.
.
The proper use of statistical methods is essential in food processing and biotechnology, and very few publications have focused on the practical application of these methods. This book utilizes case studies to explain the corresponding basics with a focus on understanding how and when to use the appropriate statistical methods. The text is structured according to practical applications, starting from data collection and data treatment, moving to product development, process control and analytical methods.
Practical Examples of Using Statistics in Food and Biotechnology begins with a detailed introduction to statistics and their use in food processing. The first main section focuses on statistics for data collection and treatment featuring scales of measurement, sampling and summarizing and presenting data. Another section looks at statistics for food product and process development, examining mixture experiments for different food groups from meat and fish to vegetables, juices, rice and olive oils. Further sections focus on statistical process control, statistics for sensory science and a wide range of analytical methods including LC-MS/MS and other cutting edge methods.
In providing practical, hands-on information on the use of statistics in food processing, this work will be of major importance for food professionals, industry staff and researchers in food and biotechnology.
.
Über den Autor

Dr. Gerhard Schleining is a member of ISEKI-Food Association



Dr. Saverio Mannino is a member of ISEKI-Food Association

Dr. Prisana Suwannaporn is a Researcher at Kasetsart University

Inhaltsverzeichnis
Basic Statistics for data collection and treatment.- Sampling.- statistic for food product and process development .- statistical process control.- Statistic for sensory science.- Statistic for analytical methods
Details
Erscheinungsjahr: 2024
Fachbereich: Chemische Technik
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xii
469 S.
106 s/w Illustr.
62 farbige Illustr.
469 p. 168 illus.
62 illus. in color.
ISBN-13: 9783031515675
ISBN-10: 3031515676
Sprache: Englisch
Einband: Gebunden
Redaktion: Schleining, Gerhard
Suwannaporn, Prisana
Mannino, Saverio
Herausgeber: Gerhard Schleining/Saverio Mannino/Prisana Suwannaporn
Hersteller: Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 32 mm
Von/Mit: Gerhard Schleining (u. a.)
Erscheinungsdatum: 25.10.2024
Gewicht: 0,887 kg
Artikel-ID: 128100952
Über den Autor

Dr. Gerhard Schleining is a member of ISEKI-Food Association



Dr. Saverio Mannino is a member of ISEKI-Food Association

Dr. Prisana Suwannaporn is a Researcher at Kasetsart University

Inhaltsverzeichnis
Basic Statistics for data collection and treatment.- Sampling.- statistic for food product and process development .- statistical process control.- Statistic for sensory science.- Statistic for analytical methods
Details
Erscheinungsjahr: 2024
Fachbereich: Chemische Technik
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xii
469 S.
106 s/w Illustr.
62 farbige Illustr.
469 p. 168 illus.
62 illus. in color.
ISBN-13: 9783031515675
ISBN-10: 3031515676
Sprache: Englisch
Einband: Gebunden
Redaktion: Schleining, Gerhard
Suwannaporn, Prisana
Mannino, Saverio
Herausgeber: Gerhard Schleining/Saverio Mannino/Prisana Suwannaporn
Hersteller: Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 32 mm
Von/Mit: Gerhard Schleining (u. a.)
Erscheinungsdatum: 25.10.2024
Gewicht: 0,887 kg
Artikel-ID: 128100952
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