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The Model Thinker
What You Need to Know to Make Data Work for You
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Description
From the stock market to COVID-19, census figures to marketing email blasts, we are awash with data. But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk.
In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs.
Now culminating in an examination of how to use the multi-model approach to think about pandemics like COVID-19, The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.
Book Hero Magic summarised reviews for this book. While it's new and still learning, it may not be perfect - your feedback is welcome! HOW HAS THIS BEEN REVIEWED?
Scott E. Page's The Model Thinker is highly regarded for its innovative approach to understanding complex social and natural phenomena through multiple models. It is praised for being a valuable resource for data scientists, offering deep insights into various models with practical applications. The book is considered comprehensive and thought-provoking, providing a conceptual toolkit for applying multiple models to tackle intricate problems. It has also been described as beautifully written and accessible, making a significant contribution to the field of social sciences and earning recognition as an outstanding academic title.
Book Details
INFORMATION
ISBN: 9781541675711
Publisher: Basic Books
Format: Paperback / softback
Date Published: 25 March 2021
Country: United States
Imprint: Basic Books
Audience: Tertiary education, Professional and scholarly
DIMENSIONS
Spine width: 36.0mm
Width: 136.0mm
Height: 208.0mm
Weight: 410g
Pages: 464
About the Author
Scott E. Page is the Leonid Hurwicz Collegiate Professor of Complex Systems, Political Science, and Economics at the University of Michigan and an external faculty member of the Santa Fe Institute.
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