Cover for Easy Statistics for Food Science with R

Easy Statistics for Food Science with R

Book2019

Authors:

Abbas F.M. Alkarkhi and Wasin A.A. Alqaraghuli

Easy Statistics for Food Science with R

Book2019

 

Cover for Easy Statistics for Food Science with R

Authors:

Abbas F.M. Alkarkhi and Wasin A.A. Alqaraghuli

About the book

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Book description

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 choos ... read full description

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  2. Book chapterAbstract only

    Chapter 1 - Introduction

    Pages 1-9

  3. Book chapterAbstract only

    Chapter 2 - Introduction to R

    Pages 11-27

  4. Book chapterAbstract only

    Chapter 3 - Statistical Concepts

    Pages 29-32

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    Chapter 4 - Measures of Location and Dispersion

    Pages 33-52

  6. Book chapterAbstract only

    Chapter 5 - Hypothesis Testing

    Pages 53-80

  7. Book chapterAbstract only

    Chapter 6 - Comparing Several Population Means

    Pages 81-105

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    Chapter 7 - Regression Models

    Pages 107-124

  9. Book chapterAbstract only

    Chapter 8 - Principal Components Analysis

    Pages 125-141

  10. Book chapterAbstract only

    Chapter 9 - Factor Analysis

    Pages 143-159

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    Chapter 10 - Discriminant Analysis and Classification

    Pages 161-175

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    Chapter 11 - Cluster Analysis

    Pages 177-186

  13. Book chapterNo access

    Appendix

    Pages 187-211

  14. Book chapterNo access

    Index

    Pages 213-217

About the book

Description

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.

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.

Key Features

  • 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
  • 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

Details

ISBN

978-0-12-814262-2

Language

English

Published

2019

Copyright

Copyright © 2019 Elsevier Inc. All rights reserved.

Imprint

Academic Press

Authors

Abbas F.M. Alkarkhi

Malaysian Institute of Chemical & Bioengineering Technology Universiti Kuala Lumpur, (UniKL, MICET), 78000, Melaka, Malaysia

Wasin A.A. Alqaraghuli

Skill Education Center, PA, A-07-03 Pearl Avenue, Sungai Chua, 43000 Kajang, Selangor, Malaysia