Understanding Elections through Statistics
eBook - PDF

Understanding Elections through Statistics

Polling, Prediction, and Testing

  1. 364 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Understanding Elections through Statistics

Polling, Prediction, and Testing

About this book

Elections are random events.

From individuals deciding whether to vote, to individuals deciding who to vote for, to election authorities deciding what to count, the outcomes of competitive democratic elections are rarely known until election day… or beyond. Understanding Elections through Statistics explores this random phenomenon from three primary points of view: predicting the election outcome using opinion polls, testing the election outcome using government-reported data, and exploring election data to better understand the people.

Written for those with only a brief introduction to statistics, this book takes you on a statistical journey from how polls are taken to how they can—and should—be used to estimate current popular opinion. Once an understanding of the election process is built, we turn toward testing elections for evidence of unfairness. While holding elections has become the de facto proof of government legitimacy, those electoral processes may hide the dirty little secret of the government, illicitly ensuring a favorable election outcome.

This book includes these features designed to make your statistical journey more enjoyable:

  • Vignettes of elections, including maps, starting each chapter to motivate the material
  • In-chapter cues to help one avoid the heavy math—or to focus on it
  • End-of-chapter problems designed to review and extend what was covered in the chapter
  • Many opportunities to turn the power of the R Statistical Environment to the enclosed election data files, as well as to those you find interesting

The second edition improves upon this and includes:

  • A rewrite of several chapters to make the underlying concepts more clear
  • A chapter dedicated to confidence intervals, what they mean, and what they do not
  • Additional experiments to help you better understand the statistics of elections
  • A new introduction to polling, its terms, its processes, and its ethics

From these features, it is clear that the audience for this book is quite diverse. It provides the statistics and mathematics for those interested in statistics and mathematics, but it also provides detours for those who just want a good read and a deeper understanding of elections.

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Information

Year
2024
Print ISBN
9781032621869
9781032684536
Edition
2
eBook ISBN
9781040130643

Table of contents

  1. Cover
  2. Half Title
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Dedication
  7. Contents
  8. Preface to the Second Edition
  9. Acknowledgments
  10. List of Figures
  11. List of Tables
  12. About the Author
  13. Symbols
  14. 1. Introduction to Polling
  15. 2. Simple Random Sampling
  16. 3. Interval Estimation
  17. 4. Stratified Sampling
  18. 5. The Bayesian Solution
  19. 6. Aggregating Polls
  20. 7. Going Beyond the Two-Race
  21. 8. Testing Elections: Digit Tests
  22. 9. Testing Elections: Regression Tests
  23. 10. Polling Analysis: Brexit Vote, 2016
  24. 11. Election Analysis: Collier County
  25. 12. System Analysis: Sri Lanka Since 1994
  26. 13. An Afterword: Biases in Polling
  27. A. A Brief Introduction to R
  28. B. Four Probability Distributions
  29. Bibliography
  30. Index

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Yes, you can access Understanding Elections through Statistics by Ole J. Forsberg in PDF and/or ePUB format, as well as other popular books in Mathematics & Probability & Statistics. We have over 1.5 million books available in our catalogue for you to explore.