Dent, Jr., predicted that the stimulus plan created in response to the first crisis would hit demographic and debt saturation headwinds and ultimately fail. In 2010, the stimulus plan had started to fail, and it was already stalling by the first quarter of 2011. The Great Crash Ahead outlines why the next crash and crisis is inevitable, and just around the corner—coming between 2012 and 2014. With incisive critical analysis and historical examples, this book lays bare the traditional assumptions of economics. Dent shows that the government doesn’t drive our economy, consumers and businesses do; that the Fed does not create most of the money in our economy, the private banking system does; and that the largest generation in history is now saving for or moving into retirement, meaning slowing growth. This is the new normal! Our banking system borrowed to lend for the first time in history with unprecedented leverage and debt levels of $42 trillion, way beyond the massive government debt. But the government’s promises and unfunded liabilities take the cake, at an estimated $66 trillion and growing! These massive debts will have to be restructured in a time of slowing spending, and this means a deflationary crisis, which is very different from the inflationary crisis of the 1970s and requires very different personal, investment, and business strategies. Dent and Johnson outline these strategies in very practical detail. In the coming years, the greatest surprise will be that the U.S. dollar becomes the safe haven and appreciates just when everyone is calling for it to crash, while the gold and silver bubbles burst along with the stock and commodity bubbles. And real estate will see another round of declines just when everyone thought it could go no lower. The Great Crash Ahead is about making smart, cautious investments—avoiding the sort of high-risk, high-profit investment schemes that sank the world economy. The road to recovery will be filled with challenges and will require massive change, such as debt restructuring, plans for greater employment, the restructuring of social welfare programs such as social security and health care, budget cuts, and higher taxes—in short, a revision of the kind of lifestyle that characterized the “Roaring 2000s.” The good news is this process will eliminate tens of trillions of dollars of debt and can make way for growth again as the echo boom generation ascends. Or we can continue on our present course and end up like the Japanese, with no growth and high debt two decades later.

    It is designed as a suitable text-book for engineering and science students upto the postgraduate level. Each method is illustrated by a number of solved examples.Inside the book1.Approximation and Errors in Computation2.Solutions of Algebraic and Transcendental Equations3.Solutions of Simultaneous Algebraic Equations4.Matrix Inversion and Eigen-Value Problems5.Empirical Laws and Curve-fitting6.Finite Difference 7.Interpolation8.Numerical Differentiation and Integration 9.Difference Equations10.Numerical Solutions of Ordinary Differential Equations11.Numerical Solutions of Partial Differential Equations12.Linear Programming13.Review of Computers14.Numerical Methods using C, C++, MATLAB

    Now revised and updated to include expanded coverage of monetary policy, this volume traces the history of macroeconomics and the evolution of macroeconomic thought and the resulting theory and policy.

    Mathematical concepts and computational problems are motivated by applications in computer science. The reader learns by "doing," writing programs to implement the mathematical concepts and using them to carry out tasks and explore the applications. Examples include: error-correcting codes, transformations in graphics, face detection, encryption and secret-sharing, integer factoring, removing perspective from an image, PageRank (Google's ranking algorithm), and cancer detection from cell features. A companion web site, codingthematrix.com provides data and support code. Most of the assignments can be auto-graded online. Over two hundred illustrations, including a selection of relevant "xkcd" comics. Chapters: "The Function," "The Field," "The Vector," "The Vector Space," "The Matrix," "The Basis," "Dimension," "Gaussian Elimination," "The Inner Product," "Special Bases," "The Singular Value Decomposition," "The Eigenvector," "The Linear Program"

    Thus, seminal theories representing the psychoanalytic, sociocultural, trait, learning, sociological and existential-humanistic paradigms are offered as different - yet equally valid - ways of approaching the study of personality. This approach - together with student-tested experiential exercises - not only introduces students to the rich history of psychology but to practical information that helps them understand theier own lives and their relationships with other people.

    In Burn Math Class, Jason Wilkes takes the traditional approach to how we learn math -- with its unwelcoming textbooks, unexplained rules, and authoritarian assertions-and sets it on fire. Focusing on how mathematics is created rather than on mathematical facts, Wilkes teaches the subject in a way that requires no memorization and no prior knowledge beyond addition and multiplication. From these simple foundations, Burn Math Class shows how mathematics can be (re)invented from scratch without preexisting textbooks and courses. We can discover math on our own through experimentation and failure, without appealing to any outside authority. When math is created free from arcane notations and pretentious jargon that hide the simplicity of mathematical concepts, it can be understood organically -- and it becomes fun! Following this unconventional approach, Burn Math Class leads the reader from the basics of elementary arithmetic to various "advanced" topics, such as time-dilation in special relativity, Taylor series, and calculus in infinite-dimensional spaces. Along the way, Wilkes argues that orthodox mathematics education has been teaching the subject backward: calculus belongs before many of its so-called prerequisites, and those prerequisites cannot be fully understood without calculus. Like the smartest, craziest teacher you've ever had, Wilkes guides you on an adventure in mathematical creation that will radically change the way you think about math. Revealing the beauty and simplicity of this timeless subject, Burn Math Class turns everything that seems difficult about mathematics upside down and sideways until you understand just how easy math can be.

    Along the way, Bonner and Wiggin cast a wide angle lens that looks back in history and ahead to the coming century: showing how dramatic changes in the economic power of the United States will inevitably impact every American.Reveals the financial realities the United States currently faces and what the ultimate outcome may be Weaves together the worlds of politics, economics, and personal finance in a way that underscores the severity of the situation Addresses the events leading up to the implosion of the U.S. financial system Looks ahead to help you avoid the pitfalls presented by a weaker United States Other titles by Bonner: Empire of Debt, Financial Reckoning Day, and Mobs, Messiahs, and MarketsOther titles by Wiggin: I.O.U.S.A., Demise of the Dollar, and Financial Reckoning DayThe United States is heading down a difficult path. The New Empire of Debt clearly shows how this has happened and discusses what you can do to overcome the financial challenges that will arise as the situation deteriorates.

    This edition contains NEW tables on Properties of Ionic Liquids, Solubilities of Hydrocarbons in Sea Water, Solubility of Organic Compounds in Superheated Water, and Nutritive Value of Foods. It also updates many tables including Critical Constants, Heats of Vaporization, Aqueous Solubility of Organic Compounds, Vapor Pressure of Mercury, Scientific Abbreviations and Symbols, and Bond Dissociation Energies. The 88th Edition also presents a new Foreword written by Dr. Harold Kroto, a 1996 Nobel Laureate in Chemistry.

    Reflecting the need for even minor programming in today's model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work.The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation.By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling.Web ResourceThe book is accompanied by an R package (rethinking) that is available on the author's website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.

    Pure mathematics, the area of Bourbaki's work, seems on the surface to be an abstract field of human study with no direct connection with the real world. In reality, however, it is closely intertwined with the general culture that surrounds it. Major developments in mathematics have often followed important trends in popular culture; developments in mathematics have acted as harbingers of change in the surrounding human culture. The seeds of change, the beginnings of the revolution that swept the Western world in the early decades of the twentieth century — both in mathematics and in other areas — were sown late in the previous century. This is the story both of Bourbaki and the world that created him in that time. It is the story of an elaborate intellectual joke — because Bourbaki, one of the foremost mathematicians of his day — never existed.

    Not only that, but he considers it a key to his success. Here, he shows how anyone who is disorganized, inexperienced, overwhelmed, financially challenged, or just flat-out lazy can still create the life of their dreams. In the book’s short, inspiring introduction, Allen describes the system he devised on his 30th birthday that completely changed his life — a four-step system so simple to understand and easy to implement that it could be called revolutionary. In the following chapters, he details the importance of each of the four steps — dream, imagine, believe, create — and shows how to forge them into a blueprint for success. A final section includes tips for staying on — or getting back on — course. A quick, breezy read, the book uses centered bold type scattered throughout to ensure that even the laziest readers can grasp its essence in just a few minutes.

    Simmons advocates a careful approach to the subject, covering such topics as the wave equation, Gauss's hypergeometric function, the gamma function and the basic problems of the calculus of variations in an explanatory fashions - ensuring that students fully understand and appreciate the topics.

    Throughout the book, expert David Aronson provides you with comprehensive coverage of this new methodology, which is specifically designed for evaluating the performance of rules/signals that are discovered by data mining.

    This guide provides explanations of eigenvalues, eigenvectors, linear transformations, linear equations, vectors, and matrices.

    A modern classic by an accomplished mathematician and best-selling author has been updated to encompass and explain the recent headline-making advances in the field in non-technical terms.