Causality: Models, Reasoning, and Inference
Judea Pearl - 2000
It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the fields of statistics, artificial intelligence, philosophy, cognitive science, and the health and social sciences. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artifical intelligence, business, epidemiology, social science and economics. Students in these areas will find natural models, simple identification procedures, and precise mathematical definitions of causal concepts that traditional texts have tended to evade or make unduly complicated. This book will be of interest to professionals and students in a wide variety of fields. Anyone who wishes to elucidate meaningful relationships from data, predict effects of actions and policies, assess explanations of reported events, or form theories of causal understanding and causal speech will find this book stimulating and invaluable. Professor of Computer Science at the UCLA, Judea Pearl is the winner of the 2008 Benjamin Franklin Award in Computers and Cognitive Science.
50 Mathematical Ideas You Really Need to Know
Tony Crilly - 2007
Who invented zero? Why are there 60 seconds in a minute? Can a butterfly's wings really cause a storm on the far side of the world? In 50 concise essays, Professor Tony Crilly explains the mathematical concepts that allow use to understand and shape the world around us.
We Are All Stardust: Leading Scientists Talk About Their Work, Their Lives, and the Mysteries of Our Existence
Stefan KleinWalter Ziegänsberger - 2010
How does Jane Goodall’s relationship with her dog Rusty inform her thinking about our relationship to other species? Which time and place would Jared Diamond most prefer to live in, in light of his work on the role of chance in history? What does driving a sports car have to do with Steven Weinberg’s quest for the “theory of everything”? Physicist and journalist Stefan Klein’s intimate conversations with nineteen of the world’s best-known scientists (including three Nobel Laureates) let us listen in as they talk about their paradigm-changing work—and how it is deeply rooted in their daily lives. • Cosmologist Martin Rees on the beginning and end of the world • Evolutionary biologist Richard Dawkins on egoism and selflessness • Neuroscientist V. S. Ramachandran on consciousness • Molecular biologist Elizabeth Blackburn on aging • Philosopher Peter Singer on morality • Physician and social scientist Nicholas Christakis on human relationships • Biochemist Craig Venter on the human genome • Chemist and poet Roald Hoffmann on beauty
Introducing Game Theory: A Graphic Guide
Ivan Pastine - 2017
Economists Ivan and Tuvana Pastine explain why, in these situations, we sometimes cooperate, sometimes clash, and sometimes act in a way that seems completely random.Stylishly brought to life by award-winning cartoonist Tom Humberstone, Game Theory will help readers understand behaviour in everything from our social lives to business, global politics to evolutionary biology. It provides a thrilling new perspective on the world we live in.
Naked Statistics: Stripping the Dread from the Data
Charles Wheelan - 2012
How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.
Talent is Overrated: What Really Separates World-Class Performers from Everybody Else
Geoff Colvin - 2008
Greatness doesn't come from DNA but from practice and perseverance honed over decades. The key is how you practice, how you analyze the results of your progress and learn from your mistakes, that enables you to achieve greatness.Colvin shows that the skills of business: negotiating deals, evaluating financial statements obey the principles that lead to greatness, so that anyone can get better at them with the right kind of effort. Even the hardest decisions and interactions can be systematically improved.This new mind-set, combined with Colvin's practical advice, will change the way you think about your job and career, and will inspire you to achieve more in all you do.
"Surely You're Joking, Mr. Feynman!": Adventures of a Curious Character
Richard P. Feynman - 1985
Here he recounts in his inimitable voice his experience trading ideas on atomic physics with Einstein and Bohr and ideas on gambling with Nick the Greek; cracking the uncrackable safes guarding the most deeply held nuclear secrets; accompanying a ballet on his bongo drums; painting a naked female toreador. In short, here is Feynman's life in all its eccentric—a combustible mixture of high intelligence, unlimited curiosity, and raging chutzpah.
The End of Power: From Boardrooms to Battlefields and Churches to States, Why Being In Charge Isn't What It Used to Be
Moisés Naím - 2013
But power is not merely shifting and dispersing. It is also decaying. Those in power today are more constrained in what they can do with it and more at risk of losing it than ever before. In The End of Power, award-winning columnist and former Foreign Policy editor Moisés Naím illuminates the struggle between once-dominant megaplayers and the new micropowers challenging them in every field of human endeavor. Drawing on provocative, original research, Naím shows how the antiestablishment drive of micropowers can topple tyrants, dislodge monopolies, and open remarkable new opportunities, but it can also lead to chaos and paralysis. Naím deftly covers the seismic changes underway in business, religion, education, within families, and in all matters of war and peace. Examples abound in all walks of life: In 1977, eighty-nine countries were ruled by autocrats while today more than half the world's population lives in democracies. CEO's are more constrained and have shorter tenures than their predecessors. Modern tools of war, cheaper and more accessible, make it possible for groups like Hezbollah to afford their own drones. In the second half of 2010, the top ten hedge funds earned more than the world's largest six banks combined. Those in power retain it by erecting powerful barriers to keep challengers at bay. Today, insurgent forces dismantle those barriers more quickly and easily than ever, only to find that they themselves become vulnerable in the process. Accessible and captivating, Naím offers a revolutionary look at the inevitable end of power—and how it will change your world.
Math Doesn't Suck: How to Survive Middle-School Math Without Losing Your Mind or Breaking a Nail
Danica McKellar - 2007
In this fun and accessible guide, McKellardubbed a math superstar by The New York Timesgives girls and their parents the tools they need to master the math concepts that confuse middle-schoolers most, including fractions, percentages, pre-algebra, and more. The book features hip, real-world examples, step-by-step instruction, and engaging stories of Danica's own childhood struggles in math (and stardom). In addition, borrowing from the style of today's teen magazines, it even includes a Math Horoscope section, Math Personality Quizzes, and Real-Life Testimonialsultimately revealing why math is easier and cooler than readers think.
Keeping the Wonder: An Educator's Guide to Magical, Engaging, and Joyful Learning
Jenna Copper - 2021
Birth of a Theorem: A Mathematical Adventure
Cédric Villani - 2012
Birth of a Theorem is Villani’s own account of the years leading up to the award. It invites readers inside the mind of a great mathematician as he wrestles with the most important work of his career.But you don’t have to understand nonlinear Landau damping to love Birth of a Theorem. It doesn’t simplify or overexplain; rather, it invites readers into collaboration. Villani’s diaries, emails, and musings enmesh you in the process of discovery. You join him in unproductive lulls and late-night breakthroughs. You’re privy to the dining-hall conversations at the world’s greatest research institutions. Villani shares his favorite songs, his love of manga, and the imaginative stories he tells his children. In mathematics, as in any creative work, it is the thinker’s whole life that propels discovery—and with Birth of a Theorem, Cédric Villani welcomes you into his.
Salford Murders
Bud Craig - 2016
Three books in one!With the atmosphere of urban decline and inner-city violence, these three murder mysteries are set in the metropolitan area of Salford, Manchester - one of the most deprived areas in England.Ex-rugby player turned social worker Gus Keane is a man who, faced with the disinterest of the Police, becomes a private investigator in order to find out who murdered his boss. Not surprisingly, law enforcement don't want someone meddling in the case, but increasingly they turn to Keane's local knowledge to bring the culprit to justice.Three related detective mysteries in one bumper volume on KindleAs reviewers have remarked, these books form a trilogy but each can be read on its own, without having read the others. This is partly because Gus Keane is an immediately likeable detective: he has his faults, and is always getting into trouble; but he has a way of getting the truth out of people and, hardened to the rough world of Salford, his local knowledge is key.THE THREE BOOKS IN THE TRILOGYTACKLING DEATH: A pacey pulp Private Eye thriller set in a northern English townEx-rugby football player turned social worker Gus Keane is getting ready for retirement when his boss gets murdered. Finding himself under suspicion, Keane turns private detective to find out the truth. But when he closes in on the killer will Keane come out on top or fall victim to the murderer’s desperate moves?DEAD CERTAINTY: Social worker turned Private Eye Gus Keane returns in this gripping murder mysteryIf something happens in Salford, Manchester, it is generally bad news and when two dead bodies turn up within a few hours of one another, it is no exception. With the local force stretched to the limits and firing blanks ex-rugby player Gus Keane is asked to step in to help find the culprits. What follows is an ever thickening plot as Keane gradually begins to unravel a mystery from Salford's shady past.FALLING FOUL: Private investigator Gus Keane is back with a difficult new case to solveWith his ex-wife appearing back on the scene and relations with his girlfriend Marti troubled, the murder of one of Gus Keane's colleagues comes at a really bad time. Yet when his friend Jimmy is accused of the murder, he really must step up to the plate. With his knowledge of the local area, and a healthy suspicion that nothing anyone says is true, private investigator Keane must find the killer before Jimmy is convicted.These books are also available as individual titles on Kindle and are FREE on Kindle Unlimited.
Unscientific America: How Scientific Illiteracy Threatens Our Future
Chris C. Mooney - 2009
Snow described science and the humanities as "two cultures," separated by a "gulf of mutual incomprehension." And the humanists had all the cultural power--the low prestige of science, Snow argued, left Western leaders too little educated in scientific subjects that were increasingly central to world problems: the elementary physics behind nuclear weapons, for instance, or the basics of plant science needed to feed the world's growing population.Now, Chris Mooney and Sheril Kirshenbaum, a journalist-scientist team, offer an updated "two cultures" polemic for America in the 21st century. Just as in Snow's time, some of our gravest challenges--climate change, the energy crisis, national economic competitiveness--and gravest threats--global pandemics, nuclear proliferation--have fundamentally scientific underpinnings. Yet we still live in a culture that rarely takes science seriously or has it on the radar.For every five hours of cable news, less than a minute is devoted to science; 46 percent of Americans reject evolution and think the Earth is less than 10,000 years old; the number of newspapers with weekly science sections has shrunken by two-thirds over the past several decades. The public is polarized over climate change--an issue where political party affiliation determines one's view of reality--and in dangerous retreat from childhood vaccinations. Meanwhile, only 18 percent of Americans have even met a scientist to begin with; more than half can't name a living scientist role model.For this dismaying situation, Mooney and Kirshenbaum don't let anyone off the hook. They highlight the anti-intellectual tendencies of the American public (and particularly the politicians and journalists who are supposed to serve it), but also challenge the scientists themselves, who despite the best of intentions have often failed to communicate about their work effectively to a broad public--and so have ceded their critical place in the public sphere to religious and commercial propagandists.A plea for enhanced scientific literacy, Unscientific America urges those who care about the place of science in our society to take unprecedented action. We must begin to train a small army of ambassadors who can translate science's message and make it relevant to the media, to politicians, and to the public in the broadest sense. An impassioned call to arms worthy of Snow's original manifesto, this book lays the groundwork for reintegrating science into the public discourse--before it's too late.
The Beginning of Infinity: Explanations That Transform the World
David Deutsch - 2011
Taking us on a journey through every fundamental field of science, as well as the history of civilization, art, moral values, and the theory of political institutions, Deutsch tracks how we form new explanations and drop bad ones, explaining the conditions under which progress—which he argues is potentially boundless—can and cannot happen. Hugely ambitious and highly original, The Beginning of Infinity explores and establishes deep connections between the laws of nature, the human condition, knowledge, and the possibility for progress.