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Statistical Methods: Connections, Equivalencies, and Relationships

  • Book
  • © 2023

Overview

Authors:
  1. Kenneth J. Berry

    1. Fort Collins, USA

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    You can also search for this author in PubMed   Google Scholar

  2. Janis E. Johnston

    1. Alexandria, USA

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    You can also search for this author in PubMed   Google Scholar

  • Documents the connections and relationships linking a variety of statistical tests
  • Explores the history of developing various statistical tests
  • Illustrated with examples

  • 4023 Accesses

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About this book

The primary purpose of this book is to introduce the reader to a wide variety of interesting and useful connections, relationships, and equivalencies between and among conventional and permutation statistical methods. There are approximately 320 statistical connections and relationships described in this book. For each connection or connections the tests are described, the connection is explained, and an example analysis illustrates both the tests and the connection(s). The emphasis is more on demonstrations than on proofs, so little mathematical expertise is assumed. While the book is intended as a stand-alone monograph, it can also be used as a supplement to a standard textbook such as might be used in a second- or third-term course in conventional statistical methods. Students, faculty, and researchers in the social, natural, or hard sciences will find an interesting collection of statistical connections and relationships - some well-known, some more obscure, and some presentedhere for the first time.

Keywords

Table of contents (14 chapters)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. Introduction

    • Kenneth J. Berry, Janis E. Johnston
    Pages 1-12

  3. Statistical Methods

    • Kenneth J. Berry, Janis E. Johnston
    Pages 13-53

  4. One-Sample Tests

    • Kenneth J. Berry, Janis E. Johnston
    Pages 55-89

  5. Two-Sample Tests

    • Kenneth J. Berry, Janis E. Johnston
    Pages 91-169

  6. Matched-Pair Tests

    • Kenneth J. Berry, Janis E. Johnston
    Pages 171-216

  7. Completely Randomized Designs

    • Kenneth J. Berry, Janis E. Johnston
    Pages 217-289

  8. Randomized-Blocks Designs

    • Kenneth J. Berry, Janis E. Johnston
    Pages 291-328

  9. Measures of Interval Association

    • Kenneth J. Berry, Janis E. Johnston
    Pages 329-377

  10. Measures of Ordinal Association I

    • Kenneth J. Berry, Janis E. Johnston
    Pages 379-434

  11. Measures of Ordinal Association II

    • Kenneth J. Berry, Janis E. Johnston
    Pages 435-493

  12. Measures of Nominal Association I

    • Kenneth J. Berry, Janis E. Johnston
    Pages 495-557

  13. Measures of Nominal Association II

    • Kenneth J. Berry, Janis E. Johnston
    Pages 559-632

  14. Measures of Fourfold Association I

    • Kenneth J. Berry, Janis E. Johnston
    Pages 633-699

  15. Measures of Fourfold Association II

    • Kenneth J. Berry, Janis E. Johnston
    Pages 701-746

  16. Back Matter

    Pages 747-783
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Authors and Affiliations

  • Fort Collins, USA

    Kenneth J. Berry

  • Alexandria, USA

    Janis E. Johnston

About the authors

Kenneth J. Berry is Professor Emeritus in the Department of Sociology at Colorado State University. He is the author of eight books and over 190 journal articles, primarily in the areas of statistics and quantitative research methods.

Janis E. Johnston is employed by the U.S. Government and is an Affiliate Faculty member in the Department of Sociology at Colorado State University. She is the author of six books and over 40 journal articles, primarily in the areas of statistics and quantitative research methods.

Bibliographic Information

  • Book Title: Statistical Methods: Connections, Equivalencies, and Relationships

  • Authors: Kenneth J. Berry, Janis E. Johnston

  • DOI: https://doi.org/10.1007/978-3-031-41896-9

  • Publisher: Springer Cham

  • eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Hardcover ISBN: 978-3-031-41895-2Published: 08 November 2023

  • Softcover ISBN: 978-3-031-41898-3Published: 09 November 2024

  • eBook ISBN: 978-3-031-41896-9Published: 06 November 2023

  • Edition Number: 1

  • Number of Pages: XXIII, 783

  • Number of Illustrations: 6 b/w illustrations, 1 illustrations in colour

  • Topics: Statistical Theory and Methods, Statistics, general

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