Escape from Model Land
How Mathematical Models Can Lead Us Astray and What We Can Do About It
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Narrated by:
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Kirsty Dillon
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By:
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Erica Thompson
About this listen
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.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
©2022 Erica Thompson (P)2022 Basic BooksListeners also enjoyed...
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Why Trust Science?
- The University Center for Human Values, Book 1
- By: Naomi Oreskes
- Narrated by: John Chancer, Kelly Burke, Kerry Shale, and others
- Length: 8 hrs and 27 mins
- Unabridged
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Do doctors really know what they are talking about when they tell us vaccines are safe? Should we take climate experts at their word when they warn us about the perils of global warming? Why should we trust science when our own politicians don't? In this landmark book, Naomi Oreskes offers a bold and compelling defense of science, revealing why the social character of scientific knowledge is its greatest strength - and the greatest reason we can trust it.
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Perfect Production of an Excellent Work
- By Andrew Mazibrada on 01-15-20
By: Naomi Oreskes
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Freedom Evolves
- By: Daniel C. Dennett
- Narrated by: Robert Blumenfeld
- Length: 11 hrs and 21 mins
- Unabridged
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Can there be freedom and free will in a deterministic world? Renowned philosopher Daniel Dennett emphatically answers "yes!" Using an array of provocative formulations, Dennett sets out to show how we alone among the animals have evolved minds that give us free will and morality. Weaving a richly detailed narrative, Dennett explains in a series of strikingly original arguments - drawing upon evolutionary biology, cognitive neuroscience, economics, and philosophy - that far from being an enemy of traditional explorations of freedom, morality, and meaning, the evolutionary perspective can be an indispensable ally.
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I knew I was going to like this book
- By Gary on 05-30-14
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Fossil Future
- Why Global Human Flourishing Requires More Oil, Coal, and Natural Gas—Not Less
- By: Alex Epstein
- Narrated by: Alex Epstein
- Length: 16 hrs and 15 mins
- Unabridged
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For over a decade, philosopher and energy expert Alex Epstein has predicted that any negative impacts of fossil fuel use on our climate will be outweighed by the unique benefits of fossil fuels to human flourishing--including their unrivaled ability to provide low-cost, reliable energy to billions of people around the world, especially the world’s poorest people. And contrary to what we hear from media “experts” about today’s “renewable revolution” and “climate emergency,” reality has proven Epstein right.
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Strongly Recommend
- By Kevin on 06-14-22
By: Alex Epstein
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On the Future
- Prospects for Humanity
- By: Martin Rees
- Narrated by: Martin Rees, Samuel West
- Length: 5 hrs and 26 mins
- Unabridged
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Humanity has reached a critical moment. Our world is unsettled and rapidly changing, and we face existential risks over the next century. Various outcomes - good and bad - are possible. Yet our approach to the future is characterized by short-term thinking, polarizing debates, alarmist rhetoric, and pessimism. In this short, exhilarating book, renowned scientist and best-selling author Martin Rees argues that humanity’s prospects depend on our taking a very different approach to planning for tomorrow.
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Science, the future, and great wisdom
- By Philomath on 10-29-18
By: Martin Rees
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The Landscape of History
- How Historians Map the Past
- By: John Lewis Gaddis
- Narrated by: Jack Chekijian
- Length: 6 hrs and 16 mins
- Unabridged
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What is history, and why should we study it? Is there such a thing as historical truth? Is history a science? One of the most accomplished historians at work today, John Lewis Gaddis, answers these and other questions in this short, witty, and humane book. The Landscape of History provides a searching look at the historian's craft as well as a strong argument for why a historical consciousness should matter to us today.
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Excellent Book!
- By Billy on 09-15-18
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Radical Abundance
- How a Revolution in Nanotechnology Will Change Civilization
- By: K. Eric Drexler
- Narrated by: Tim Pabon
- Length: 11 hrs and 53 mins
- Unabridged
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K. Eric Drexler is the founding father of nanotechnology - the science of engineering on a molecular level. In Radical Abundance, he shows how rapid scientific progress is about to change our world. Thanks to atomically precise manufacturing, we will soon have the power to produce radically more of what people want, and at a lower cost. The result will shake the very foundations of our economy and environment.
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Drexler Rehashes the Past
- By David on 10-19-13
By: K. Eric Drexler
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Mindware
- Tools for Smart Thinking
- By: Richard E. Nisbett
- Narrated by: Joe Barrett
- Length: 10 hrs and 17 mins
- Unabridged
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Many scientific and philosophical ideas are so powerful that they can be applied to our lives at home, work, and school to help us think smarter and more effectively about our behavior and the world around us. Surprisingly, many of these ideas remain unknown to most of us. In Mindware, the world-renowned psychologist Richard Nisbett presents these ideas in clear and accessible detail, offering a tool kit for better thinking and wiser decisions.
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Sound scientific advice on how to live your life
- By Neuron on 08-26-15
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The Book of Why
- The New Science of Cause and Effect
- By: Judea Pearl, Dana Mackenzie
- Narrated by: Mel Foster
- Length: 15 hrs and 14 mins
- Unabridged
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"Correlation does not imply causation". This mantra has been invoked by scientists for decades and has led to a virtual prohibition on causal talk. But today, that taboo is dead. The causal revolution, sparked by Judea Pearl and his colleagues, has cut through a century of confusion and placed causality - the study of cause and effect - on a firm scientific basis.
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Great book! Not a great audiobook.
- By rrwright on 05-30-18
By: Judea Pearl, and others
What listeners say about Escape from Model Land
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- dr Bruce
- 01-19-23
A very important book for thinking about climate, Covid or economics
Argues cogently for accepting diverse modelers and accepting diverse points of view in inputs and assumptions in building and interpreting models. Politicians, public health leaders, climatologists and the thinking elite should study this excellent book by Erica Thompson who has thought deeply about these issues. I loved the Kirsten Dilon’s expression and British accent.
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- Amazon Customer
- 02-17-23
a lot of worth while substance in this book
given that no one knows where the frontiers of models and science will lead in The next century, it is not at all fair or realistic to require the author of this book to somehow have clear perfect explanations of what that will be
. there are a number of very valuable real world case studies and wonderful historical examples in this book. the chapter that begins and ends talking about the history of climate models is a masterpiece and I think well worth the price of the book.
and there are a number of well-intentioned attempts to trace out understand and resolve a lot of the issues around modeling and science that are simply unresolved today. I think a practical way of looking at this book is as an excellent starting place for looking seriously at models.
I think the author does an admirable job of covering a topic that is in some sense all equations code and charts, in a book that more or less contains no equations or charts, rather is a book of narratives and dialogues about the subject, which also lends itself very well to being an audiobook.
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- Aaron
- 01-24-23
Few new ideas…
Generally a waste of time to read. A lot of words thrown at a repeating narrative that models should not be taken out of the context with which they were built.
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