Book picks similar to
Game Theory Evolving: A Problem-Centered Introduction to Modeling Strategic Interaction by Herbert Gintis
mathematics
game-theory
economics
math
The Great Stagnation: How America Ate All The Low-Hanging Fruit of Modern History, Got Sick, and Will (Eventually) Feel Better
Tyler Cowen - 2011
We have been through the biggest financial crisis since the Great Depression, unemployment remains stubbornly high, and talk of a double-dip recession persists. Americans are not pulling the world economy out of its sluggish state -- if anything we are looking to Asia to drive a recovery. Median wages have risen only slowly since the 1970s, and this multi-decade stagnation is not yet over. By contrast, the living standards of earlier generations would double every few decades. The Democratic Party seeks to expand government spending even when the middle class feels squeezed, the public sector doesn't always perform well, and we have no good plan for paying for forthcoming entitlement spending. To the extent Republicans have a consistent platform, it consists of unrealistic claims about how tax cuts will raise revenue and stimulate economic growth. The Republicans, when they hold power, are often a bigger fiscal disaster than the Democrats. How did we get into this mess? Imagine a tropical island where the citrus and bananas hang from the trees. Low-hanging literal fruit -- you don't even have to cook the stuff. In a figurative sense, the American economy has enjoyed lots of low-hanging fruit since at least the seventeenth century: free land; immigrant labor; and powerful new technologies. Yet during the last forty years, that low-hanging fruit started disappearing and we started pretending it was still there. We have failed to recognize that we are at a technological plateau and the trees are barer than we would like to think. That's it. That is what has gone wrong. The problem won't be solved overnight, but there are reasons to be optimistic. We simply have to recognize the underlying causes of our past prosperity-low hanging fruit-and how we will come upon more of it.
Seeing Like a State: How Certain Schemes to Improve the Human Condition Have Failed
James C. Scott - 1998
Why do well-intentioned plans for improving the human condition go tragically awry?In this wide-ranging and original book, James C. Scott analyzes failed cases of large-scale authoritarian plans in a variety of fields. Centrally managed social plans misfire, Scott argues, when they impose schematic visions that do violence to complex interdependencies that are not—and cannot—be fully understood. Further, the success of designs for social organization depends upon the recognition that local, practical knowledge is as important as formal, epistemic knowledge. The author builds a persuasive case against "development theory" and imperialistic state planning that disregards the values, desires, and objections of its subjects. He identifies and discusses four conditions common to all planning disasters: administrative ordering of nature and society by the state; a "high-modernist ideology" that places confidence in the ability of science to improve every aspect of human life; a willingness to use authoritarian state power to effect large- scale interventions; and a prostrate civil society that cannot effectively resist such plans.
War and Peace and War: The Rise and Fall of Empires
Peter Turchin - 2005
Turchin argues that the key to the formation of an empire is a society’s capacity for collective action. He demonstrates that high levels of cooperation are found where people have to band together to fight off a common enemy, and that this kind of cooperation led to the formation of the Roman and Russian empires, and the United States. But as empires grow, the rich get richer and the poor get poorer, conflict replaces cooperation, and dissolution inevitably follows. Eloquently argued and rich with historical examples, War and Peace and War offers a bold new theory about the course of world history.
The Joy of Game Theory: An Introduction to Strategic Thinking
Presh Talwalkar - 2013
Articles from Game Theory Tuesdays have been referenced in The Freakonomics Blog, Yahoo Finance, and CNN.com. The second edition includes many streamlined explanations and incorporates suggestions from readers of the first edition. Game theory is the study of interactive decision making--that is, in situations where each person's action affects the outcome for the whole group. Game theory is a beautiful subject and this book will teach you how to understand the theory and practically implement solutions through a series of stories and the aid of over 30 illustrations. This book has two primary objectives. (1) To help you recognize strategic games, like the Prisoner's Dilemma, Bertrand Duopoly, Hotelling's Game, the Game of Chicken, and Mutually Assured Destruction. (2) To show you how to make better decisions and change the game, a powerful concept that can transform no-win situations into mutually beneficial outcomes. You'll learn how to negotiate better by making your threats credible, sometimes limiting options or burning bridges, and thinking about new ways to create better outcomes. As these goals indicate, game theory is about more than board games and gambling. It all seems so simple, and yet that definition belies the complexity of game theory. While it may only take seconds to get a sense of game theory, it takes a lifetime to appreciate and master it. This book will get you started.
Homo Deus: A History of Tomorrow
Yuval Noah Harari - 2015
This may seem hard to accept, but, as Harari explains in his trademark style—thorough, yet riveting—famine, plague and war have been transformed from incomprehensible and uncontrollable forces of nature into manageable challenges. For the first time ever, more people die from eating too much than from eating too little; more people die from old age than from infectious diseases; and more people commit suicide than are killed by soldiers, terrorists and criminals put together. The average American is a thousand times more likely to die from binging at McDonalds than from being blown up by Al Qaeda.What then will replace famine, plague, and war at the top of the human agenda? As the self-made gods of planet earth, what destinies will we set ourselves, and which quests will we undertake? Homo Deus explores the projects, dreams and nightmares that will shape the twenty-first century—from overcoming death to creating artificial life. It asks the fundamental questions: Where do we go from here? And how will we protect this fragile world from our own destructive powers? This is the next stage of evolution. This is Homo Deus.With the same insight and clarity that made Sapiens an international hit and a New York Times bestseller, Harari maps out our future.
How Charts Lie: Getting Smarter about Visual Information
Alberto Cairo - 2019
While such visualizations can better inform us, they can also deceive by displaying incomplete or inaccurate data, suggesting misleading patterns—or simply misinform us by being poorly designed, such as the confusing “eye of the storm” maps shown on TV every hurricane season.Many of us are ill equipped to interpret the visuals that politicians, journalists, advertisers, and even employers present each day, enabling bad actors to easily manipulate visuals to promote their own agendas. Public conversations are increasingly driven by numbers, and to make sense of them we must be able to decode and use visual information. By examining contemporary examples ranging from election-result infographics to global GDP maps and box-office record charts, How Charts Lie teaches us how to do just that.
Who Gets What — and Why: The New Economics of Matchmaking and Market Design
Alvin E. Roth - 2014
If you’ve ever sought a job or hired someone, applied to college or guided your child into a good kindergarten, asked someone out on a date or been asked out, you’ve participated in a kind of market. Most of the study of economics deals with commodity markets, where the price of a good connects sellers and buyers. But what about other kinds of “goods,” like a spot in the Yale freshman class or a position at Google? This is the territory of matching markets, where “sellers” and “buyers” must choose each other, and price isn’t the only factor determining who gets what.Alvin E. Roth is one of the world’s leading experts on matching markets. He has even designed several of them, including the exchange that places medical students in residencies and the system that increases the number of kidney transplants by better matching donors to patients. In Who Gets What — And Why, Roth reveals the matching markets hidden around us and shows how to recognize a good match and make smarter, more confident decisions.
The Theory of the Leisure Class
Thorstein Veblen - 1899
Veblen's The Theory of the Leisure Class is in the tradition of Adam Smith's The Wealth of Nations and Thomas Hobbes's Leviathan, yet it provides a surprisingly contemporary look at American economics and society.Establishing such terms as "conspicuous consumption" and "pecuniary emulation," Veblen's most famous work has become an archetype not only of economic theory, but of historical and sociological thought as well. As sociologist Alan Wolfe writes in his Introduction, Veblen "skillfully . . . wrote a book that will be read so long as the rich are different from the rest of us; which, if the future is anything like the past, they always will be."
Calling Bullshit: The Art of Skepticism in a Data-Driven World
Carl T. Bergstrom - 2020
Now, two science professors give us the tools to dismantle misinformation and think clearly in a world of fake news and bad data.It's increasingly difficult to know what's true. Misinformation, disinformation, and fake news abound. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.
Portfolios of the Poor: How the World's Poor Live on $2 a Day
Daryl Collins - 2009
If you've never had to survive on an income so small, it is hard to imagine. How would you put food on the table, afford a home, and educate your children? How would you handle emergencies and old age? Every day, more than a billion people around the world must answer these questions. Portfolios of the Poor is the first book to systematically explain how the poor find solutions to their everyday financial problems.The authors conducted year-long interviews with impoverished villagers and slum dwellers in Bangladesh, India, and South Africa--records that track penny by penny how specific households manage their money. The stories of these families are often surprising and inspiring. Most poor households do not live hand to mouth, spending what they earn in a desperate bid to keep afloat. Instead, they employ financial tools, many linked to informal networks and family ties. They push money into savings for reserves, squeeze money out of creditors whenever possible, run sophisticated savings clubs, and use microfinancing wherever available. Their experiences reveal new methods to fight poverty and ways to envision the next generation of banks for the "bottom billion."Indispensable for those in development studies, economics, and microfinance, Portfolios of the Poor will appeal to anyone interested in knowing more about poverty and what can be done about it.
Being Digital
Nicholas Negroponte - 1995
Negroponte's fans will want to get a copy of Being Digital, which is an edited version of the 18 articles he wrote for Wired about "being digital." Negroponte's text is mostly a history of media technology rather than a set of predictions for future technologies. In the beginning, he describes the evolution of CD-ROMs, multimedia, hypermedia, HDTV (high-definition television), and more. The section on interfaces is informative, offering an up-to-date history on visual interfaces, graphics, virtual reality (VR), holograms, teleconferencing hardware, the mouse and touch-sensitive interfaces, and speech recognition. In the last chapter and the epilogue, Negroponte offers visionary insight on what "being digital" means for our future. Negroponte praises computers for their educational value but recognizes certain dangers of technological advances, such as increased software and data piracy and huge shifts in our job market that will require workers to transfer their skills to the digital medium. Overall, Being Digital provides an informative history of the rise of technology and some interesting predictions for its future.
I'll Be Short: Essentials for a Decent Working Society
Robert B. Reich - 2002
It's bad for society, especially now. . . . Call me crotchety, but I can't help asking, whatever happened to the social contract?'The get-rich-quick exuberance of the late nineties may have temporarily blinded us to how dependent we are on one another. Subsequent events serve as reminders that the strength of our economy and the security of our society rest on the bonds that connect us. But what, specifically, are these bonds? What do we owe one another as members of the same society?With his characteristic humor, humanity, and candor, one of the nation's most distinguished public leaders and thinkers delivers a fresh vision of politics by returning to basic American values: workers should share in the success of their companies; those who work should not have to live in poverty; and everyone should have access to an education that will better their chances in life.An insider who knows how the economy and government really work, Reich combines realistic solutions with democratic ideals. Businesses do have civic responsibilities, and government must stem a widening income gap that threatens to stratify our nation. And everyone must get involved to help return us to a society that works for everyone.
The Essential John Nash
John F. Nash - 2001
Since then, Sylvia Nasar's celebrated biography A Beautiful Mind, the basis of a new major motion picture, has revealed the man. The Essential John Nash reveals his work--in his own words. This book presents, for the first time, the full range of Nash's diverse contributions not only to game theory, for which he received the Nobel, but to pure mathematics--from Riemannian geometry and partial differential equations--in which he commands even greater acclaim among academics. Included are nine of Nash's most influential papers, most of them written over the decade beginning in 1949.From 1959 until his astonishing remission three decades later, the man behind the concepts "Nash equilibrium" and "Nash bargaining"--concepts that today pervade not only economics but nuclear strategy and contract talks in major league sports--had lived in the shadow of a condition diagnosed as paranoid schizophrenia. In the introduction to this book, Nasar recounts how Nash had, by the age of thirty, gone from being a wunderkind at Princeton and a rising mathematical star at MIT to the depths of mental illness.In his preface, Harold Kuhn offers personal insights on his longtime friend and colleague; and in introductions to several of Nash's papers, he provides scholarly context. In an afterword, Nash describes his current work, and he discusses an error in one of his papers. A photo essay chronicles Nash's career from his student days in Princeton to the present. Also included are Nash's Nobel citation and autobiography.The Essential John Nash makes it plain why one of Nash's colleagues termed his style of intellectual inquiry as "like lightning striking." All those inspired by Nash's dazzling ideas will welcome this unprecedented opportunity to trace these ideas back to the exceptional mind they came from.
The Undoing Project: A Friendship That Changed Our Minds
Michael Lewis - 2016
One of the greatest partnerships in the history of science, Kahneman and Tversky’s extraordinary friendship incited a revolution in Big Data studies, advanced evidence-based medicine, led to a new approach to government regulation, and made much of Michael Lewis’s own work possible. In The Undoing Project, Lewis shows how their Nobel Prize–winning theory of the mind altered our perception of reality.
Winner-Take-All Politics: How Washington Made the Rich Richer and Turned Its Back on the Middle Class
Jacob S. Hacker - 2010
We all know that the very rich have gotten a lot richer these past few decades while most Americans haven’t. In fact, the exorbitantly paid have continued to thrive during the current economic crisis, even as the rest of Americans have continued to fall behind. Why do the “haveit- alls” have so much more? And how have they managed to restructure the economy to reap the lion’s share of the gains and shift the costs of their new economic playground downward, tearing new holes in the safety net and saddling all of us with increased debt and risk? Lots of so-called experts claim to have solved this great mystery, but no one has really gotten to the bottom of it—until now. In their lively and provocative Winner-Take-All Politics, renowned political scientists Jacob S. Hacker and Paul Pierson demonstrate convincingly that the usual suspects—foreign trade and financial globalization, technological changes in the workplace, increased education at the top—are largely innocent of the charges against them. Instead, they indict an unlikely suspect and take us on an entertaining tour of the mountain of evidence against the culprit. The guilty party is American politics. Runaway inequality and the present economic crisis reflect what government has done to aid the rich and what it has not done to safeguard the interests of the middle class. The winner-take-all economy is primarily a result of winner-take-all politics. In an innovative historical departure, Hacker and Pierson trace the rise of the winner-take-all economy back to the late 1970s when, under a Democratic president and a Democratic Congress, a major transformation of American politics occurred. With big business and conservative ideologues organizing themselves to undo the regulations and progressive tax policies that had helped ensure a fair distribution of economic rewards, deregulation got under way, taxes were cut for the wealthiest, and business decisively defeated labor in Washington. And this transformation continued under Reagan and the Bushes as well as under Clinton, with both parties catering to the interests of those at the very top. Hacker and Pierson’s gripping narration of the epic battles waged during President Obama’s first two years in office reveals an unpleasant but catalyzing truth: winner-take-all politics, while under challenge, is still very much with us. Winner-Take-All Politics—part revelatory history, part political analysis, part intellectual journey— shows how a political system that traditionally has been responsive to the interests of the middle class has been hijacked by the superrich. In doing so, it not only changes how we think about American politics, but also points the way to rebuilding a democracy that serves the interests of the many rather than just those of the wealthy few.