Statistical Methods

Statistical Methods

4th Edition - April 16, 2021

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  • Authors: Donna Mohr, William Wilson, Rudolf Freund
  • Paperback ISBN: 9780128230435
  • eBook ISBN: 9780323899888

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Statistical Methods, Fourth Edition, is designed to introduce students to a wide-range of popular and practical statistical techniques. Requiring a minimum of advanced mathematics, it is suitable for undergraduates in statistics, or graduate students in the physical, life, and social sciences. By providing an overview of statistical reasoning, this text equips readers with the insight needed to summarize data, recognize good experimental designs, implement appropriate analyses, and arrive at sound interpretations of statistical results.

Key Features

  • Includes extensive case studies and exercises drawn from a variety of disciplines
  • Provides practice problems for each chapter with complete solutions
  • Offers new and updated data sets available online
  • Includes recommended data analysis projects with accompanying data sets


Students at the advanced undergraduate / early graduate level. Researchers/Professionals

Table of Contents

  • 1. Data and statistics
    2. Probability and sampling distributions
    3. Principles of inference
    4. Inferences on a single population
    5. Inferences for two populations
    6. Inferences for two or more means
    7. Linear regression
    8. Multiple regression
    9. Linear models
    10. Factorial experiments
    11. Design of experiments
    12. Categorical data
    13. Generalized linear models
    14. Nonparametric methods

Product details

  • No. of pages: 784
  • Language: English
  • Copyright: © Academic Press 2021
  • Published: April 16, 2021
  • Imprint: Academic Press
  • Paperback ISBN: 9780128230435
  • eBook ISBN: 9780323899888

About the Authors

Donna Mohr

Donna Mohr is a Professor Emeritus of Statistics at the University of North Florida, where she was a colleague of William Wilson. She is an author on 20 scholarly articles on theoretical statistics and its applications. During her decades of teaching statistics, she used both the first and second editions of Freund and Wilson’s Statistical Methods, before joining as a co-author in the third edition.

Affiliations and Expertise

Professor Emeritus of Statistics, University of North Florida, FL, USA

William Wilson

William J. Wilson works at University of North Florida in Jacksonville, FL, USA.

Affiliations and Expertise

University of North Florida, Jacksonville, FL, USA

Rudolf Freund

Rudolf J. Freund works at Texas A&M University in the USA.

Affiliations and Expertise

Texas A&M University, USA

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