Probability and Statistics for Cereals and Grains
eBook - ePub

Probability and Statistics for Cereals and Grains

A Guide to Measurement and Analysis

  1. 234 pages
  2. English
  3. ePUB (mobile friendly)
  4. Only available on web
eBook - ePub

Probability and Statistics for Cereals and Grains

A Guide to Measurement and Analysis

Book details
Table of contents
Citations

About This Book

**Association of American Publishers (AAP) PROSE Award Finalist in Mathematics and Statistics, 2024** Probability and Statistics for Cereals and Grains: A Guide to Measurement and Analysis is a guide to help technical people be more efficient users of statistics. Author Terry C. Nelsen uses examples from his 35-plus years of experience in the field and presents the appropriate statistics and graphics to use when evaluating data. Researchers, academicians, students, technicians, processors, laboratory personnel, and those working in QA/QC will benefit from this much needed reference.

  • Contains examples from actual experience in the field to illustrate approaches to problem- solving
  • Features recommendations on which tests and graphs to use and what to look for in the results
  • Presents considerations to direct readers to effective tools and practices and suggests ways to streamline their own evaluation and decision-making
  • Includes an appendix that provides readers with datasets and graphs that relate to specific content in chapters

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Information

Publisher
Woodhead Publ. & Cereals & Grains Assoc. Bookstore
Year
2023
ISBN
9780323986359
Topic
Technology & Engineering
Subtopic
Food Science
Index
Technology & Engineering

Table of contents

  1. Cover
  2. Title page
  3. Table of Contents
  4. Copyright
  5. Preface
  6. Chapter One: Introduction
  7. Chapter Two: Measurement
  8. Chapter Three: Normal distribution
  9. Chapter Four: Means, medians, modes, and quartiles
  10. Chapter Five: Outliers
  11. Chapter Six: Sampling
  12. Chapter Seven: Probability
  13. Chapter Eight: Nonnormal distributions
  14. Chapter Nine: Decisions and ANOVA
  15. Chapter Ten: Categorical data and chi-square
  16. Chapter Eleven: Correlation
  17. Chapter Twelve: Regression
  18. Chapter Thirteen: Measuring near zero (LOD, LOQ)
  19. Chapter Fourteen: Efficient design of experiments (DOE)
  20. Appendix
  21. Index