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Escape from Model Land: How Mathematical Models Can Lead Us Astray and What We Can Do about It

Escape from Model Land: How Mathematical Models Can Lead Us Astray and What We Can Do about It

By Erica Thompson

"Whether we are worried about the spread of COVID-19 or making a corporate budget, we depend on mathematical models to help us understand the world around us every day. But models aren't a mirror of reality. In fact, they are fantasies, where everything works out perfectly, every time. And relying on them too heavily can hurt us.

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Book Information

Publisher: Basic Books
Publish Date: 12/06/2022
Pages: 256
ISBN-13: 9781541600980
ISBN-10: 1541600983
Language: English

What We're Saying

December 05, 2022

Why mathematical models are so often wrong, and how we can make better decisions by accepting their limits. READ FULL DESCRIPTION

Full Description

Why mathematical models are so often wrong, and how we can make better decisions by accepting their limits

Whether we are worried about the spread of COVID-19 or making a corporate budget, we depend on mathematical models to help us understand the world around us every day. But models aren't a mirror of reality. In fact, they are fantasies, where everything works out perfectly, every time. And relying on them too heavily can hurt us.

In Escape from Model Land, statistician Erica Thompson illuminates the hidden dangers of models. She demonstrates how models reflect the biases, perspectives, and expectations of their creators. Thompson shows us why understanding the limits of models is vital to using them well. A deeper meditation on the role of mathematics, this is an essential book for helping us avoid either confusing the map with the territory or throwing away the map completely, instead pointing to more nuanced ways to Escape from Model Land.

About the Author

Erica Thompson is a senior policy fellow at the London School of Economics' Data Science Institute and a fellow of the London Mathematical Laboratory.

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