The novel approach taken here banishes determinants to the end of the book and focuses on the central goal of linear algebra: understanding the structure of linear operators on vector spaces. The author has taken unusual care to motivate concepts and to simplify proofs. For example, the book presents - without having defined determinants - a clean proof that every linear operator on a finite-dimensional complex vector space (or an odd-dimensional real vector space) has an eigenvalue. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra. This second edition includes a new section on orthogonal projections and minimization problems. The sections on self-adjoint operators, normal operators, and the spectral theorem have been rewritten. New examples and new exercises have been added, several proofs have been simplified, and hundreds of minor improvements have been made throughout the text.

    Individual chapters discuss the representativeness and availability heuristics, problems in judging covariation and control, overconfidence, multistage inference, social perception, medical diagnosis, risk perception, and methods for correcting and improving judgments under uncertainty. About half of the chapters are edited versions of classic articles; the remaining chapters are newly written for this book. Most review multiple studies or entire subareas of research and application rather than describing single experimental studies. This book will be useful to a wide range of students and researchers, as well as to decision makers seeking to gain insight into their judgments and to improve them.

    The stunning rise, fall, and rescue of Wall Street in the bubble-and-bailout era was the coming-out party for the network of looters who sit at the nexus of American political and economic power. The grifter class—made up of the largest players in the financial industry and the politicians who do their bidding—has been growing in power for a generation, transferring wealth upward through increasingly complex financial mechanisms and political maneuvers. The crisis was only one terrifying manifestation of how they’ve hijacked America’s political and economic life.Rolling Stone’s Matt Taibbi here unravels the whole fiendish story, digging beyond the headlines to get into the deeper roots and wider implications of the rise of the grifters. He traces the movement’s origins to the cult of Ayn Rand and her most influential—and possibly weirdest—acolyte, Alan Greenspan, and offers fresh reporting on the backroom deals that decided the winners and losers in the government bailouts. He uncovers the hidden commodities bubble that transferred billions of dollars to Wall Street while creating food shortages around the world, and he shows how finance dominates politics, from the story of investment bankers auctioning off America’s infrastructure to an inside account of the high-stakes battle for health-care reform—a battle the true reformers lost. Finally, he tells the story of Goldman Sachs, the “vampire squid wrapped around the face of humanity.” Taibbi has combined deep sources, trailblazing reportage, and provocative analysis to create the most lucid, emotionally galvanizing, and scathingly funny account yet written of the ongoing political and financial crisis in America. This is essential reading for anyone who wants to understand the labyrinthine inner workings of politics and finance in this country, and the profound consequences for us all.

    It focuses squarely on the inherent irrationality of religion, and reveals its utter irreconcilability with science. Offering several "reconciliation theories" to people of faith, it forces every reader to make a choice.Contents The Reason Revolution in historical context Questioning belief Reasons for skepticism Secular humanism as an alternative worldview Political implications of atheism The collapse of religion Hopeful predictions Reconciliation theories Comments by clergyCall to action

    From the classroom to the courtroom and from financial markets to supermarkets, Mlodinow's intriguing and illuminating look at how randomness, chance, and probability affect our daily lives will intrigue, awe, and inspire.

    The R language provides everything you need to do statistical work, but its structure can be difficult to master. This collection of concise, task-oriented recipes makes you productive with R immediately, with solutions ranging from basic tasks to input and output, general statistics, graphics, and linear regression.Each recipe addresses a specific problem, with a discussion that explains the solution and offers insight into how it works. If you're a beginner, R Cookbook will help get you started. If you're an experienced data programmer, it will jog your memory and expand your horizons. You'll get the job done faster and learn more about R in the process.Create vectors, handle variables, and perform other basic functionsInput and output dataTackle data structures such as matrices, lists, factors, and data framesWork with probability, probability distributions, and random variablesCalculate statistics and confidence intervals, and perform statistical testsCreate a variety of graphic displaysBuild statistical models with linear regressions and analysis of variance (ANOVA)Explore advanced statistical techniques, such as finding clusters in your dataWonderfully readable, R Cookbook serves not only as a solutions manual of sorts, but as a truly enjoyable way to explore the R language--one practical example at a time.--Jeffrey Ryan, software consultant and R package author

    Only one man knew everything about Ronnie and Reggie Kray and that was their brother Charlie. Until now nobody has ever revealed the truth about the Firm.- Gossip and rumor have been rife, fact has blended into fiction and the unwritten law of the street meant that the real story was buried. But before his death, the eldest Kray brother, Charlie, decided to set the record straight once and for all. Revealing everything to Colin Fry, his co-author, he finally told his incredible story. By the man who knew them best, this is the ultimate history of the twins who ruled the East End with their peculiar blend of seductive glamour and terrifying violence.

    The Italianistas. The scooter-riding, all-night-dancing instigators of what became, from its myriad sources, a very British phenomenon.Mod began life as the quintessential working-class movement of a newly affluent nation – a uniquely British amalgam of American music and European fashions that mixed modern jazz with modernist design in an attempt to escape the drab conformity, snobbery and prudery of life in 1950s Britain. But what started as a popular cult became a mainstream culture, and a style became a revolution.In Mod, Richard Weight tells the story of Britain’s biggest and most influential youth cult. He charts the origins of Mod in the Soho jazz scene of the 1950s, set to the cool sounds of Charlie Parker and Miles Davis. He explores Mod’s heyday in Swinging London in the mid-60s – to a new soundtrack courtesy of the Small Faces, the Who and the Kinks. He takes us to the Mod–Rocker riots at Margate and Brighton, and into the world of fashion and design dominated by Twiggy, Mary Quant and Terence Conran.But Mod did not end in the 1960s. Richard Weight not only brings us up to the cult’s revival in the late 70s – played out against its own soundtrack of Quadrophenia and the Jam – but reveals Mod to be the DNA of British youth culture, leaving its mark on glam and Northern Soul, punk and Two Tone, Britpop and rave.This is the story of Britain’s biggest and brassiest youth movement – and of its legacy. Music, film, fashion, art, architecture and design – nothing was untouched by the eclectic, frenetic, irresistible energy of Mod.

    It may feel as if your world has shifted on its axis, and you'll never get your bearings. Navigating your way through the morass of doctors, medical terms, and the healthcare system can be daunting, especially when you want only what's best for the person you love. Dr. John Cassidy has devoted the past twenty-five years to helping families cope with traumatic brain injury; Mindstorms is his compassionate, comprehensive manual to demystifying this often frightening and life-changing condition. More than 6.3 million Americans live with a severe disability caused by a traumatic brain injury. In fact, because it's so commonplace, but little talked of, TBI is often referred to as the "silent epidemic." In these pages, Dr. Cassidy walks you through the different types of brain injury; explodes the common myths surrounding it; demonstrates the ways in which TBI may affect memory, behavior, and social interaction; explores the newest options in treatment and rehabilitation; and shows you how to hold on to your own sense of self as you journey through. Along with the practical information you'll need, Mindstorms offers a constellation of instructive, moving stories from families and patients who are slowly, but surely, finding their way back. Their experiences are sure to inspire you and yours.