The Cult of Statistical Significance: How the Standard Error Costs Us Jobs, Justice, and Lives


Stephen Thomas Ziliak - 2008
    If it takes a book to get it across, I hope this book will do it. It ought to.”—Thomas Schelling, Distinguished University Professor, School of Public Policy, University of Maryland, and 2005 Nobel Prize Laureate in Economics “With humor, insight, piercing logic and a nod to history, Ziliak and McCloskey show how economists—and other scientists—suffer from a mass delusion about statistical analysis. The quest for statistical significance that pervades science today is a deeply flawed substitute for thoughtful analysis. . . . Yet few participants in the scientific bureaucracy have been willing to admit what Ziliak and McCloskey make clear: the emperor has no clothes.”—Kenneth Rothman, Professor of Epidemiology, Boston University School of Health The Cult of Statistical Significance shows, field by field, how “statistical significance,” a technique that dominates many sciences, has been a huge mistake. The authors find that researchers in a broad spectrum of fields, from agronomy to zoology, employ “testing” that doesn’t test and “estimating” that doesn’t estimate. The facts will startle the outside reader: how could a group of brilliant scientists wander so far from scientific magnitudes? This study will encourage scientists who want to know how to get the statistical sciences back on track and fulfill their quantitative promise. The book shows for the first time how wide the disaster is, and how bad for science, and it traces the problem to its historical, sociological, and philosophical roots. Stephen T. Ziliak is the author or editor of many articles and two books. He currently lives in Chicago, where he is Professor of Economics at Roosevelt University. Deirdre N. McCloskey, Distinguished Professor of Economics, History, English, and Communication at the University of Illinois at Chicago, is the author of twenty books and three hundred scholarly articles. She has held Guggenheim and National Humanities Fellowships. She is best known for How to Be Human* Though an Economist (University of Michigan Press, 2000) and her most recent book, The Bourgeois Virtues: Ethics for an Age of Commerce (2006).

The Genealogical Adam and Eve: The Surprising Science of Universal Ancestry


S. Joshua Swamidass - 2021
    Most readers of the book of Genesis in the past understood all humans descended from Adam and Eve, a couple specially created by God. These two teachings seem contradictory, but is that necessarily so? In the fractured conversation of human origins, can new insight guide us to solid ground in both science and theology? In The Genealogical Adam and Eve, S. Joshua Swamidass tests a scientific hypothesis: What if the traditional account is somehow true, with the origins of Adam and Eve taking place alongside evolution? Building on well-established but overlooked science, Swamidass explains how it's possible for Adam and Eve to be rightly identified as the ancestors of everyone. His analysis opens up new possibilities for understanding Adam and Eve, consistent both with current scientific consensus and with traditional readings of Scripture. These new possibilities open a conversation about what it means to be human. In this book, Swamidassuntangles several misunderstandings about the words human and ancestry, in both science and theology explains how genetic and genealogical ancestry are different, and how universal genealogical ancestry creates a new opportunity for rapprochement explores implications of genealogical ancestry for the theology of the image of God, the fall, and people outside the garden Some think Adam and Eve are a myth. Some think evolution is a myth. Either way, the best available science opens up space to engage larger questions together. In this bold exploration, Swamidass charts a new way forward for peace between mainstream science and the Christian faith.

Rethinking Capitalism: Economics and Policy for Sustainable and Inclusive Growth


Michael Jacobs - 2016
    For decades investment has been falling, living standards have stagnated or declined, and inequality has risen dramatically. Economic policy has neither reformed the financial system nor restored stable growth. Climate change meanwhile poses increasing risks to future prosperity.In this book some of the world's leading economists propose new ways of thinking about capitalism. In clear and compelling prose, each chapter shows how today's deep economic problems reflect the inadequacies of orthodox economic theory and the failure of policies informed by it. The chapters examine a range of contemporary economic issues, including fiscal and monetary policy, financial markets and business behaviour, inequality and privatisation, and innovation and environmental change. The authors set out alternative economic approaches which better explain how capitalism works, why it often doesn't, and how it can be made more innovative, inclusive and sustainable. Outlining a series of far-reaching policy reforms, Rethinking Capitalism offers a powerful challenge to mainstream economic debate, and new ideas to transform it.

The Stardust Revolution: The New Story of Our Origin in the Stars


Jacob Berkowitz - 2012
    The sixteenth and seventeenth centuries witnessed the Copernican Revolution, which bodychecked the Earth as the pivot point of creation and joined us with the rest of the cosmos as one planet among many orbiting the Sun. Three centuries later came the second great scientific revolution: the Darwinian Revolution. It removed us from a distinct, divine biological status to place us wholly in the ebb and flow of all terrestrial life. This book describes how we’re in the midst of a third great scientific revolution, five centuries in the making: the Stardust Revolution. It is the merging of the once-disparate realms of astronomy and evolutionary biology, and of the Copernican and Darwinian Revolutions, placing life in a cosmic context. This book takes readers on a grand journey that begins on the summit of California’s Mount Wilson, where astronomers first realized that the universe is both expanding and evolving, to a radio telescope used to identify how organic molecules—the building blocks of life—are made by stars. It’s an epic story told through a scientific cast that includes some of the twentieth century’s greatest minds—including Nobel laureate Charles Townes, who discovered cosmic water—as well as the most ambitious scientific explorers of the twenty-first century, those racing to find another living planet. Today, an entirely new breed of scientists—astrobiologists and astrochemists—are taking the study of life into the space age. Astrobiologists study the origins, evolution, and distribution of life, not just on Earth, but in the universe. Stardust science is filling in the missing links in our evolutionary story, ones that extend our family tree back to the stars.

Warren Buffett and the Art of Stock Arbitrage: Proven Strategies for Arbitrage and Other Special Investment Situations


Mary Buffett - 2010
    Even more amazing, this incredible rate of return was produced with very low rates of risk. Long considered one of the most powerful and profitable of Buffett’s investment operations, but the least understood, these special types of investments have been the edge that made Warren Buffett so phenomenally successful. Warren Buffett and the Art of Stock Arbitrage is the first book to examine Buffett’s special brand of arbitrage investing. Buffettologists Mary Buffett and David Clark explore the previously secret domain of Warren Buffett’s stock arbitrage investments. They explain how Buffett finds deals, evaluates them, picks the winners from the losers, and when he is willing to use leverage to help boost his performance in these investments to make amazing profits. Basic mathematical equations are included to help readers determine the projected rate of return, evaluate risk, and determine the probability of the deal being a success. Buffett and Clark provide detailed explanations and examples of Warren Buffett’s methods for arbitrage, and for investing in tender offers, liquidations, spin-offs, and reorganizations. They take readers step by step from the initial public announcement to tendering shares, explaining how Buffett evaluates risk and maximizes his profit at every step. Warren Buffett and the Art of Stock Arbitrage is a valuable companion to the other books in Buffett and Clark’s successful series—Buffettology, The Buffettology Workbook, The New Buffettology, The Tao of Warren Buffett, Warren Buffett and the Interpretation of Financial Statements, and Warren Buffett’s Management Secrets.

The Coming of Post-Industrial Society: A Venture in Social Forecasting


Daniel Bell - 1973
    The post-industrial society’s dimensions would include the spread of a knowledge class, the change from goods to services and the role of women. All of these would be dependent on the expansion of services in the economic sector and an increasing dependence on science as the means of innovating and organizing technological change.Bell prophetically stated in The Coming of the Post-Industrial Society that we should expect “… new premises and new powers, new constraints and new questions—with the difference that these are now on a scale that had never been previously imagined in world history.”

German Europe


Ulrich Beck - 2012
    But the heart of the matter is that, as the crisis unfolds, the basic rules of European democracy are being subverted or turned into their opposite, bypassing parliaments, governments and EU institutions. Multilateralism is turning into unilateralism, equality into hegemony, sovereignty into the dependency and recognition into disrespect for the dignity of other nations. Even France, which long dominated European integration, must submit to Berlin's strictures now that it must fear for its international credit rating.How did this happen? The anticipation of the European catastrophe has already fundamentally changed the European landscape of power. It is giving birth to a political monster: a German Europe. Germany did not seek this leadership position - rather, it is a perfect illustration of the law of unintended consequences. The invention and implementation of the euro was the price demanded by France in order to pin Germany down to a European Monetary Union in the context of German unification. It was a quid pro quo for binding a united Germany into a more integrated Europe in which France would continue to play the leading role. But the precise opposite has happened. Economically the euro turned out to be very good for Germany, and with the euro crisis Chancellor Angela Merkel became the informal Queen of Europe.The new grammar of power reflects the difference between creditor and debtor countries; it is not a military but an economic logic. Its ideological foundation is 'German euro nationalism' - that is, an extended European version of the Deutschmark nationalism that underpinned German identity after the Second World War. In this way the German model of stability is being surreptitiously elevated into the guiding idea for Europe. The Europe we have now will not be able to survive in the risk-laden storms of the globalized world. The EU has to be more than a grim marriage sustained by the fear of the chaos that would be caused by its breakdown. It has to be built on something more positive: a vision of rebuilding Europe bottom-up, creating a Europe of the citizen. There is no better way to reinvigorate Europe than through the coming together of ordinary Europeans acting on their own behalf.

Whiplash: How to Survive Our Faster Future


Joichi Ito - 2016
    The world is more complex and volatile today than at any other time in our history. The tools of our modern existence are getting faster, cheaper, and smaller at an exponential rate, transforming every aspect of society, from business to culture and from the public sphere to our most private moments. The people who succeed will be the ones who learn to think differently. In Whiplash, Joi Ito and Jeff Howe distill that logic into nine organizing principles for navigating and surviving this tumultuous period: Emergence over AuthorityPull over PushCompasses over MapsRisk over SafetyDisobedience over CompliancePractice over TheoryDiversity over AbilityResilience over StrengthSystems over Objects Filled with incredible case studies and cutting-edge research and philosophies from the MIT Media Lab and beyond, Whiplash will help you adapt and succeed in this unpredictable world.

The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation


Gary William Flake - 1998
    Distinguishing agents (e.g., molecules, cells, animals, and species) from their interactions (e.g., chemical reactions, immune system responses, sexual reproduction, and evolution), Flake argues that it is the computational properties of interactions that account for much of what we think of as beautiful and interesting. From this basic thesis, Flake explores what he considers to be today's four most interesting computational topics: fractals, chaos, complex systems, and adaptation.Each of the book's parts can be read independently, enabling even the casual reader to understand and work with the basic equations and programs. Yet the parts are bound together by the theme of the computer as a laboratory and a metaphor for understanding the universe. The inspired reader will experiment further with the ideas presented to create fractal landscapes, chaotic systems, artificial life forms, genetic algorithms, and artificial neural networks.

Why Stock Markets Crash: Critical Events in Complex Financial Systems


Didier Sornette - 2002
    In this book, Didier Sornette boldly applies his varied experience in these areas to propose a simple, powerful, and general theory of how, why, and when stock markets crash.Most attempts to explain market failures seek to pinpoint triggering mechanisms that occur hours, days, or weeks before the collapse. Sornette proposes a radically different view: the underlying cause can be sought months and even years before the abrupt, catastrophic event in the build-up of cooperative speculation, which often translates into an accelerating rise of the market price, otherwise known as a "bubble." Anchoring his sophisticated, step-by-step analysis in leading-edge physical and statistical modeling techniques, he unearths remarkable insights and some predictions--among them, that the "end of the growth era" will occur around 2050.Sornette probes major historical precedents, from the decades-long "tulip mania" in the Netherlands that wilted suddenly in 1637 to the South Sea Bubble that ended with the first huge market crash in England in 1720, to the Great Crash of October 1929 and Black Monday in 1987, to cite just a few. He concludes that most explanations other than cooperative self-organization fail to account for the subtle bubbles by which the markets lay the groundwork for catastrophe.Any investor or investment professional who seeks a genuine understanding of looming financial disasters should read this book. Physicists, geologists, biologists, economists, and others will welcome "Why Stock Markets Crash" as a highly original "scientific tale," as Sornette aptly puts it, of the exciting and sometimes fearsome--but no longer quite so unfathomable--world of stock markets.

Simply Complexity: A Clear Guide to Complexity Theory


Neil Johnson - 2007
    Using it, scientists can find order emerging from seemingly random interactions of all kinds, from something as simple as flipping coins through to more challenging problems such as the patterns in modern jazz, the growth of cancer tumours, and predicting shopping habits.

Making the Social World: The Structure of Human Civilization


John Rogers Searle - 2009
    Now he offers a profound understanding of how we create a social reality--a reality of money, property, governments, marriages, stock markets and cocktail parties. The paradox he addresses in Making the Social World is that these facts only exist because we think they exist and yet they have an objective existence. Continuing a line of investigation begun in his earlier book The Construction of Social Reality, Searle identifies the precise role of language in the creation of all "institutional facts." His aim is to show how mind, language and civilization are natural products of the basic facts of the physical world described by physics, chemistry and biology. Searle explains how a single linguistic operation, repeated over and over, is used to create and maintain the elaborate structures of human social institutions. These institutions serve to create and distribute power relations that are pervasive and often invisible. These power relations motivate human actions in a way that provides the glue that holds human civilization together. Searle then applies the account to show how it relates to human rationality, the freedom of the will, the nature of political power and the existence of universal human rights. In the course of his explication, he asks whether robots can have institutions, why the threat of force so often lies behind institutions, and he denies that there can be such a thing as a "state of nature" for language-using human beings.

Scarcity: Why Having Too Little Means So Much


Sendhil Mullainathan - 2013
    Busy people fail to manage their time efficiently for the same reasons the poor and those maxed out on credit cards fail to manage their money. The dynamics of scarcity reveal why dieters find it hard to resist temptation, why students and busy executives mismanage their time, and why sugarcane farmers are smarter after harvest than before. Once we start thinking in terms of scarcity and the strategies it imposes, the problems of modern life come into sharper focus.Mullainathan and Shafir discuss how scarcity affects our daily lives, recounting anecdotes of their own foibles and making surprising connections that bring this research alive. Their book provides a new way of understanding why the poor stay poor and the busy stay busy, and it reveals not only how scarcity leads us astray but also how individuals and organizations can better manage scarcity for greater satisfaction and success.http://us.macmillan.com/scarcity/Send...

Networks: An Introduction


M.E.J. Newman - 2010
    The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and analyze network data on a large scale, and the development of a variety of new theoretical tools has allowed us to extract new knowledge from many different kinds of networks.The study of networks is broadly interdisciplinary and important developments have occurred in many fields, including mathematics, physics, computer and information sciences, biology, and the social sciences. This book brings together for the first time the most important breakthroughs in each of these fields and presents them in a coherent fashion, highlighting the strong interconnections between work in different areas.Subjects covered include the measurement and structure of networks in many branches of science, methods for analyzing network data, including methods developed in physics, statistics, and sociology, the fundamentals of graph theory, computer algorithms, and spectral methods, mathematical models of networks, including random graph models and generative models, and theories of dynamical processes taking place on networks.

One Long Argument: Charles Darwin and the Genesis of Modern Evolutionary Thought


Ernst W. Mayr - 1991
    Its effects on our view of life have been wide and deep. One of the most world-shaking books ever published, Charles Darwin's On the Origin of Species, first appeared in print over 130 years ago, and it touched off a debate that rages to this day.Every modern evolutionist turns to Darwin's work again and again. Current controversies in the life sciences very often have as their starting point some vagueness in Darwin's writings or some question Darwin was unable to answer owing to the insufficient biological knowledge available during his time. Despite the intense study of Darwin's life and work, however, many of us cannot explain his theories (he had several separate ones) and the evidence and reasoning behind them, nor do we appreciate the modifications of the Darwinian paradigm that have kept it viable throughout the twentieth century.Who could elucidate the subtleties of Darwin's thought and that of his contemporaries and intellectual heirs--A. R. Wallace, T. H. Huxley, August Weismann, Asa Gray--better than Ernst Mayr, a man considered by many to be the greatest evolutionist of the century? In this gem of historical scholarship, Mayr has achieved a remarkable distillation of Charles Darwin's scientific thought and his enormous legacy to twentieth-century biology. Here we have an accessible account of the revolutionary ideas that Darwin thrust upon the world. Describing his treatise as "one long argument," Darwin definitively refuted the belief in the divine creation of each individual species, establishing in its place the concept that all of life descended from a common ancestor. He proposed the idea that humans were not the special products of creation but evolved according to principles that operate everywhere else in the living world; he upset current notions of a perfectly designed, benign natural world and substituted in their place the concept of a struggle for survival; and he introduced probability, chance, and uniqueness into scientific discourse.This is an important book for students, biologists, and general readers interested in the history of ideas--especially ideas that have radically altered our worldview. Here is a book by a grand master that spells out in simple terms the historical issues and presents the controversies in a manner that makes them understandable from a modern perspective.