Escape from Model Land: How Mathematical Models Can Lead Us Astray and What We Can Do About It - Couverture rigide

Thompson, Erica

Couverture rigide

ISBN 10 : 1541600983 ISBN 13 : 9781541600980

Editeur : Basic Books, 2022

Synopsis

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. 

A propos du livre

À propos de l?auteur

Erica Thompson is a senior policy fellow at the London School of Economics’ Data Science Institute and a fellow of the London Mathematical Laboratory. With a PhD from Imperial College, she has recently worked on the limitations of models of COVID-19 spread, humanitarian crises, and climate change. She lives in West Wales.  

Détails de l'édition

• Éditeur: Basic Books
• Date d'édition: 2022
• Langue: anglais
• ISBN 10: 1541600983
• ISBN 13: 9781541600980
• Reliure: Relié
• Nombre de pages: 256
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible