The Book Of Why by Judea Pearl, Dana Mackenzie

This book explores the science of cause and effect, offering a groundbreaking perspective on how humans can understand and manipulate the world around them. By introducing a new mathematical framework known as causal inference, the authors demonstrate how we can move beyond traditional statistical analysis to answer complex questions about cause and effect. Through engaging examples and accessible explanations, the book challenges readers to think critically about the data and correlations they encounter in daily life, ultimately empowering them with the tools to ask and answer the fundamental question of "why?" in a more rigorous and informed manner.

The 9991st greatest book of all time

Ranking Details:

Our ranking system awards points to books based on their appearance and position on curated lists. Here's how it works:

Unranked Lists: For lists without specific rankings, each book receives points equivalent to the list's weight. This approach recognizes the book's inclusion on prestigious lists.

Ranked Lists: Books on ranked lists receive points in two ways:

  • Base Points: Initially, every book is awarded points equal to the list's weight, acknowledging its significance.
  • Bonus Points: Additionally, books earn bonus points based on their ranking. The total bonus pool, equal to 100% of the list's weight, is distributed among the books, with higher-ranked books receiving more points.

Exponential Distribution: The distribution of bonus points follows an exponential model. This means the top-ranked book (#1) receives significantly more bonus points than those further down the list (e.g., #100). Our algorithm ensures that higher placements are rewarded more generously, reflecting the achievement of a top rank on any given list.

This scoring system ensures that each book's ranking reflects both its presence on multiple lists and its positions within those lists, providing a comprehensive measure of its acclaim and popularity.

Total Points: 69

Since this book was first published in 2018, there is a penalty of 70.4%. The age adjusted score is 20.42.

This is to prevent newer books from reaching super high on the ranked list of the greatest books of all time. The greatest books should also stand the test of time.