My favorite books to explore the meaning of probability and risk

Why am I passionate about this?

I’ve wanted to be a philosopher since I read Plato’s Phaedo when I was 17, a new immigrant in Canada. Since then, I’ve been fascinated with time, space, and quantum mechanics and involved in the great debates about their mysteries. I saw probability coming into play more and more in curious roles both in the sciences and in practical life. These five books led me on an exciting journey into the history of probability, the meaning of risk, and the use of probability to assess the possibility of harm. I was gripped, entertained, illuminated, and often amazed at what I was discovering. 


I wrote...

Philosophy and Science of Risk: An Introduction

By Isabelle Peschard, Yann Benetreau-Dupin, Christopher Wessels

Book cover of Philosophy and Science of Risk: An Introduction

What is my book about?

I’m not a co-author, but it was a great experience to cooperate with my colleagues Isabelle, Yann, and Christopher in the writing of this book and to share their enthusiasm. Drawing on their experience teaching courses on risk, they cover scientific calculations of probability, expectation, and harm, with reference to famous paradoxes.

However, the special feature is that they illuminate how values and social issues are used to assess risk and risk management. To what extent is risk perception subjective, how do emotions enter cognition, and what are the proper roles of experts? When risk is imposed, who bears the costs, and who reaps the benefits? How are principles put into action when coping with wildfires, police violence, scarce water allocation, or the political effects of social distancing? 

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The books I picked & why

Book cover of The Emergence of Probability: A Philosophical Study of Early Ideas about Probability, Induction and Statistical Inference

Bastiaan C. van Fraassen Why did I love this book?

One day, in conversation with Ian Hacking, he announced a new passion: Archaeology of ideas. The concept we now have of probability was new, he said; it was born in the 17th century and was different from anything before!

I love this book because it is, first of all, a philosopher’s take on history. Hacking confronts the conceptual puzzles that defeated some of the best mathematical minds, raises controversial questions about what it all meant, and gives us a new vision of the history of concepts.

What could be more exciting?

By Ian Hacking,

Why should I read it?

1 author picked The Emergence of Probability as one of their favorite books, and they share why you should read it.

What is this book about?

Historical records show that there was no real concept of probability in Europe before the mid-seventeenth century, although the use of dice and other randomizing objects was commonplace. Ian Hacking presents a philosophical critique of early ideas about probability, induction, and statistical inference and the growth of this new family of ideas in the fifteenth, sixteenth, and seventeenth centuries. Hacking invokes a wide intellectual framework involving the growth of science, economics, and the theology of the period. He argues that the transformations that made it possible for probability concepts to emerge have constrained all subsequent development of probability theory and…


Book cover of Games, Gods and Gambling

Bastiaan C. van Fraassen Why did I love this book?

I found a copy of this book in the sixties. That copy, much loved, was lost in moves and mayhem. Now, I only have a Dover reprint (water-logged during yet another move), but I have never been without and would search high and low if I were.

This is also a history of probability but with a very different focus. Ms. David was a statistician able to explain the calculations intuitively (good to assign to my students). But she was also thoroughly interested in the personalities involved. What was Galileo like? What happened to Pascal at Port-Royal?

I felt personally drawn into the historical narrative that often reads like a novel. 

By F. N. David,

Why should I read it?

1 author picked Games, Gods and Gambling as one of their favorite books, and they share why you should read it.

What is this book about?

The development of gambling techniques led to the beginning of modern statistics, and this absorbing history illustrates the science's rise with vignettes from the lives of Galileo, Fermat, Pascal, and others. Fascinating allusions to the classics, archaeology, biography, poetry, and fiction endow this volume with universal appeal. 1962 edition.


Book cover of How to Lie with Statistics

Bastiaan C. van Fraassen Why did I love this book?

I am laughing out loud, even now that I am rereading this book for the umpteenth time. Fraudsters are so clever, and so is advertising. And then there is sloppy journalism with its “wow” statistics.

I like his book enormously, not least because of its witty illustrations. It is subversive, comic, and provocative, and it makes me wise to seductive, misleading practices–and it does so with a light touch.

By Darrell Huff, Irving Geis (illustrator),

Why should I read it?

3 authors picked How to Lie with Statistics as one of their favorite books, and they share why you should read it.

What is this book about?

From distorted graphs and biased samples to misleading averages, there are countless statistical dodges that lend cover to anyone with an ax to grind or a product to sell. With abundant examples and illustrations, Darrell Huff's lively and engaging primer clarifies the basic principles of statistics and explains how they're used to present information in honest and not-so-honest ways. Now even more indispensable in our data-driven world than it was when first published, How to Lie with Statistics is the book that generations of readers have relied on to keep from being fooled.


Book cover of Evidence-Based Policy: A Practical Guide to Doing It Better

Bastiaan C. van Fraassen Why did I love this book?

I love this book because it builds practical advice on a philosophical critique.

Can philosophy generate truly practical advice for planning and public policy? Randomized Controlled Trials are the gold standard for evidence in industrial planning and public policy. But if the results are taken naively, they mislead.

I’m a long-time fan of author Nancy Cartwright, a McArthur Genius Award winner. I love her provocative approach when abstract thought has to confront real practice.  

By Nancy Cartwright, Jeremy Hardie,

Why should I read it?

1 author picked Evidence-Based Policy as one of their favorite books, and they share why you should read it.

What is this book about?

Over the last twenty or so years, it has become standard to require policy makers to base their recommendations on evidence. That is now uncontroversial to the point of triviality--of course, policy should be based on the facts. But are the methods that policy makers rely on to gather and analyze evidence the right ones? In Evidence-Based Policy, Nancy Cartwright, an eminent scholar, and Jeremy Hardie, who has had a long and successful career in both business and the economy, explain that the dominant methods which are in use now--broadly speaking, methods that imitate standard practices in medicine like randomized…


Book cover of The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy

Bastiaan C. van Fraassen Why did I love this book?

Can you love a book that you disagree with? I do! I love this extravagant account of how Bayesian Statistics was enmired in controversy and, after 200 years, saved everything from Western Civilization to Captain Dreyfus.

I don’t think that Bayesian statistics is the foundation of all rational thought, but I am happy to celebrate all its wonderful achievements. Every page of this book is lively and personal, engrossing, entertaining, masterful…all of that.

By Sharon Bertsch McGrayne,

Why should I read it?

2 authors picked The Theory That Would Not Die as one of their favorite books, and they share why you should read it.

What is this book about?

A New York Times Book Review Editor's Choice: A vivid account of the generations-long dispute over Bayes' rule, one of the greatest breakthroughs in the history of applied mathematics and statistics

"An intellectual romp touching on, among other topics, military ingenuity, the origins of modern epidemiology, and the theological foundation of modern mathematics."-Michael Washburn, Boston Globe

"To have crafted a page-turner out of the history of statistics is an impressive feat. If only lectures at university had been this racy."-David Robson, New Scientist

Bayes' rule appears to be a straightforward, one-line theorem: by updating our initial beliefs with objective new…


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Native Nations: A Millennium in North America

By Kathleen DuVal,

Book cover of Native Nations: A Millennium in North America

Kathleen DuVal Author Of Independence Lost: Lives on the Edge of the American Revolution

New book alert!

Why am I passionate about this?

I’m a professional historian and life-long lover of early American history. My fascination with the American Revolution began during the bicentennial in 1976, when my family traveled across the country for celebrations in Williamsburg and Philadelphia. That history, though, seemed disconnected to the place I grew up—Arkansas—so when I went to graduate school in history, I researched in French and Spanish archives to learn about their eighteenth-century interactions with Arkansas’s Native nations, the Osages and Quapaws. Now I teach early American history and Native American history at UNC-Chapel Hill and have written several books on how Native American, European, and African people interacted across North America.

Kathleen's book list on the American Revolution beyond the Founding Fathers

What is my book about?

A magisterial history of Indigenous North America that places the power of Native nations at its center, telling their story from the rise of ancient cities more than a thousand years ago to fights for sovereignty that continue today

Native Nations: A Millennium in North America

By Kathleen DuVal,

What is this book about?

Long before the colonization of North America, Indigenous Americans built diverse civilizations and adapted to a changing world in ways that reverberated globally. And, as award-winning historian Kathleen DuVal vividly recounts, when Europeans did arrive, no civilization came to a halt because of a few wandering explorers, even when the strangers came well armed.

A millennium ago, North American cities rivaled urban centers around the world in size. Then, following a period of climate change and instability, numerous smaller nations emerged, moving away from rather than toward urbanization. From this urban past, egalitarian government structures, diplomacy, and complex economies spread…


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