Business Experiments with R
eBook - ePub

Business Experiments with R

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Business Experiments with R

About this book

BUSINESS EXPERIMENTS with R

A unique text that simplifies experimental business design and is dedicated to the R language

Business Experiments with R offers a guide to, and explores the fundamentals of experimental business designs. The book fills a gap in the literature to provide a text on the topic of business statistics that addresses issues such as small samples, lack of normality, and data confounding. The author—a noted expert on the topic—puts the focus on the A/B tests (and their variants) that are widely used in industry, but not typically covered in business statistics textbooks.

The text contains the tools needed to design and analyze two-treatment experiments (i.e., A/B tests) to answer business questions. The author highlights the strategic and technical issues involved in designing experiments that will truly affect organizations. The book then builds on the foundation in Part I and expands the multivariable testing. Since today's companies are using experiments to solve a broad range of problems, Business Experiments with R is an essential resource for any business student. This important text:

  • Presents the key ideas that business students need to know about experiments
  • Offers a series of examples, focusing on a specific business question
  • Helps develop the ability to frame ill-defined problems and determine what data and analysis would provide information about that problem
  • Written for students of general business, marketing, and business analytics, Business Experiments with R is an important text that helps to answer business questions by highlighting the strategic and technical issues involved in designing experiments that will truly affect organizations.

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    Yes, you can access Business Experiments with R by B. D. McCullough in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over one million books available in our catalogue for you to explore.

    Information

    Publisher
    Wiley
    Year
    2021
    Print ISBN
    9781119689706
    eBook ISBN
    9781119689881

    Table of contents

    1. Cover
    2. Table of Contents
    3. Title Page
    4. Copyright
    5. dedication
    6. Preface
    7. Acknowledgments
    8. Bruce McCullough
    9. About the Companion Website
    10. 1 Why Experiment?
    11. 2 Analyzing A/B Tests: Basics
    12. 3 Designing A/B Tests with Large Samples
    13. 4 Analyzing A/B Tests: Advanced Techniques
    14. 5 Designing Tests with Small Samples
    15. 6 Analyzing Designs via Regression
    16. 7 Two‐Level Full Factorial Experiments
    17. 8 Two‐Level Screening Designs
    18. 9 Custom Design of Experiments
    19. 10 Epilogue
    20. References
    21. Index
    22. End User License Agreement