Whether you're a beginner, and avid student, or an armchair expert, you'll find plenty to stimulate you within this book.--book jacket

    Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process.

    On March 14, 2012, more than three million people read Greg Smith's bombshell Op-Ed in the New York Times titled "Why I Am Leaving Goldman Sachs." The column immediately went viral, became a worldwide trending topic on Twitter, and drew passionate responses from former Fed chairman Paul Volcker, legendary General Electric CEO Jack Welch, and New York City mayor Mike Bloomberg. Mostly, though, it hit a nerve among the general public who question the role of Wall Street in society -- and the callous "take-the-money-and-run" mentality that brought the world economy to its knees a few short years ago. Smith now picks up where his Op-Ed left off. His story begins in the summer of 2000, when an idealistic 21-year-old arrives as an intern at Goldman Sachs and learns about the firm's Business Principle #1: Our clients' interests always come first. This remains Smith's mantra as he rises from intern to analyst to sales trader, with clients controlling assets of more than a trillion dollars. From the shenanigans of his summer internship during the technology bubble to Las Vegas hot tubs and the excesses of the real estate boom; from the career lifeline he received from an NFL Hall of Famer during the bear market to the day Warren Buffett came to save Goldman Sachs from extinction-Smith will take the reader on his personal journey through the firm, and bring us inside the world's most powerful bank. Smith describes in page-turning detail how the most storied investment bank on Wall Street went from taking iconic companies like Ford, Sears, and Microsoft public to becoming a "vampire squid" that referred to its clients as "muppets" and paid the government a record half-billion dollars to settle SEC charges. He shows the evolution of Wall Street into an industry riddled with conflicts of interest and a profit-at-all-costs mentality: a perfectly rigged game at the expense of the economy and the society at large. After conversations with nine Goldman Sachs partners over a twelve-month period proved fruitless, Smith came to believe that the only way the system would ever change was for an insider to finally speak out publicly. He walked away from his career and took matters into his own hands. This is his story.

    Social Network Analysis: Methods and Applications reviews and discusses methods for the analysis of social networks with a focus on applications of these methods to many substantive examples. As the first book to provide a comprehensive coverage of the methodology and applications of the field, this study is both a reference book and a textbook.

    Used in university courses and professional seminars all over the world, the text has proven its ability to open minds and sharpen thinking.Originally published in 1975 and reprinted more than twenty times over a quarter century -- and now available for the first time from Dorset House Publishing -- the text uses clear writing and basic algebraic principles to explore new approaches to projects, products, organizations, and virtually any kind of system.Scientists, engineers, organization leaders, managers, doctors, students, and thinkers of all disciplines can use this book to dispel the mental fog that clouds problem-solving. As author Gerald M. Weinberg writes in the new preface to the Silver Anniversary Edition, "I haven’t changed my conviction that most people don’t think nearly as well as they could had they been taught some principles of thinking.”Now an award-winning author of nearly forty books spanning the entire software development life cycle, Weinberg had already acquired extensive experience as a programmer, manager, university professor, and consultant when this book was originally published.With helpful illustrations, numerous end-of-chapter exercises, and an appendix on a mathematical notation used in problem-solving, An Introduction to General Systems Thinking may be your most powerful tool in working with problems, systems, and solutions.

    Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions and consequences of previous concepts. This book can be used for readers who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations.

    

    These colorful and exciting techniques are hot on the lips of leading analysts and traders worldwide.

    Believers from Beijing to Buenos Aires see the potential for a financial system free from banks and governments. More than just a tech industry fad, Bitcoin has threatened to decentralize some of society’s most basic institutions.An unusual tale of group invention, Digital Gold charts the rise of the Bitcoin technology through the eyes of the movement’s colorful central characters, including an Argentinian millionaire, a Chinese entrepreneur, Tyler and Cameron Winklevoss, and Bitcoin’s elusive creator, Satoshi Nakamoto. Already, Bitcoin has led to untold riches for some, and prison terms for others.

    This book starts from the ground up to provide detailed explanations of both these techniques: - An introduction to the different types of execution is followed by a review of market microstructure theory. Throughout the book examples from empirical studies bridge the gap between the theory and practice of trading. - Orders are the fundamental building blocks for any strategy. Market, limit, stop, hidden, iceberg, peg, routed and immediate-or-cancel orders are all described with illustrated examples. - Trading algorithms are explained and compared using charts to show potential trading patterns. TWAP, VWAP, Percent of Volume, Minimal Impact, Implementation Shortfall, Adaptive Shortfall, Market On Close and Pairs trading algorithms are all covered, together with common variations. - Transaction costs can have a significant effect on investment returns. An in-depth example shows how these may be broken down into constituents such as market impact, timing risk, spread and opportunity cost and other fees. - Coverage includes all the major asset classes, from equities to fixed income, foreign exchange and derivatives. Detailed overviews for each of the world's major markets are provided in the appendices. - Order placement and execution tactics are covered in more detail, as well as potential enhancements (such as short-term forecasts), for those interested in the specifics of implementing these strategies. - Cutting edge applications such as portfolio and multi-asset trading are also considered, as are handling news and data mining/artificial intelligence.

    Food availability, income, and life span are up; disease, child mortality, and violence are down — all across the globe. Though the world is far from perfect, necessities and luxuries alike are getting cheaper; population growth is slowing; Africa is following Asia out of poverty; the Internet, the mobile phone, and container shipping are enriching people’s lives as never before. The pessimists who dominate public discourse insist that we will soon reach a turning point and things will start to get worse. But they have been saying this for two hundred years.Yet Matt Ridley does more than describe how things are getting better. He explains why. Prosperity comes from everybody working for everybody else. The habit of exchange and specialization—which started more than 100,000 years ago—has created a collective brain that sets human living standards on a rising trend. The mutual dependence, trust, and sharing that result are causes for hope, not despair.This bold book covers the entire sweep of human history, from the Stone Age to the Internet, from the stagnation of the Ming empire to the invention of the steam engine, from the population explosion to the likely consequences of climate change. It ends with a confident assertion that thanks to the ceaseless capacity of the human race for innovative change, and despite inevitable disasters along the way, the twenty-first century will see both human prosperity and natural biodiversity enhanced. Acute, refreshing, and revelatory, The Rational Optimist will change your way of thinking about the world for the better.

    This edition also features the developments in Operations Research, such as metaheuristics, simulation, and spreadsheet modeling.

    It gives special emphasis to the 1980s and 1990s when Japan's economy experienced vast swings in activity. According to the author, the most recent upheaval in the Japanese economy is the result of the policies of a central bank less concerned with stimulating the economy that with its own turf battles and its ideological agenda to change Japan's economic structure. The book combines new historical research with an in-depth behind-the-scenes account of the bureaucratic competition between Japan's most important institutions: the Ministry of Finance and the Bank of Japan. Drawing on new economic data and first-hand eyewitness accounts, it reveals little known monetary policy tools at the core of Japan's business cycle, identifies the key figures behind Japan's economy, and discusses their agenda. The book also highlights the implications for the rest of the world, and raises important questions about the concentration of power within central banks.

    Included are step-by-step instructions on how to carry out Bayesian data analyses.Download Link : readbux.com/download?i=0124058884            0124058884 Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan PDF by John Kruschke

    Premiere authors Dennis Wackerly, William Mendenhall, and Richard L. Scheaffer present a solid foundation in statistical theory while conveying the relevance and importance of the theory in solving practical problems in the real world. The authors' use of practical applications and excellent exercises helps readers discover the nature of statistics and understand its essential role in scientific research.