* An increased international focus with more coverage of IASC and non-US GAAPs and more non-US examples.

    Unnikrishna Pillai of Polytechnic University. The book is intended for a senior/graduate level course in probability and is aimed at students in electrical engineering, math, and physics departments. The authors' approach is to develop the subject of probability theory and stochastic processes as a deductive discipline and to illustrate the theory with basic applications of engineering interest. Approximately 1/3 of the text is new material--this material maintains the style and spirit of previous editions. In order to bridge the gap between concepts and applications, a number of additional examples have been added for further clarity, as well as several new topics.

    Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications.Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. The only necessary mathematical background is familiarity with elementary concepts of probability.The book is divided into three parts. Part I defines the reinforcement learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning.

    Drawing on her own transformation—over just a few years—from a woman living in a converted garage with tumbleweeds blowing through her bank account to a woman who travels the world in style, Jen Sincero channels the inimitable sass and practicality that made You Are a Badass an indomitable bestseller. She combines hilarious personal essays with bite-size, aha concepts that unlock earning potential and get real results. Learn to: • Uncover what's holding you back from making money • Give your doubts, fears, and excuses the heave-ho • Relate to money in a new (and lucrative) way • Shake up the cocktail of creation • Tap into your natural ability to grow rich • Shape your reality—stop playing victim to circumstance • Get as wealthy as you wanna be“This book truly crystallizes the concept that financial abundance is an inside job—in that it all begins with your mindset—and Sincero gets serious (in the funniest ways possible) about helping you identify your particular limiting beliefs surrounding money.” —PopSugar

    And everything is based on the “science of investing” – evidenced with studies from peer-reviewed journals.Overall, this adds up to a complete retirement guide, packed with the latest and best knowledge. Don’t enter your retirement without it.

    In Money, Jacob Goldstein shows how money is a useful fiction that has shaped societies for thousands of years, from the rise of coins in ancient Greece to the first stock market in Amsterdam to the emergence of shadow banking in the 21st century.At the heart of the story are the fringe thinkers and world leaders who reimagined money. Kublai Khan, the Mongol emperor, created paper money backed by nothing, centuries before it appeared in the west. John Law, a professional gambler and convicted murderer, brought modern money to France (and destroyed the country's economy). The cypherpunks, a group of radical libertarian computer programmers, paved the way for bitcoin.One thing they all realized: what counts as money (and what doesn't) is the result of choices we make, and those choices have a profound effect on who gets more stuff and who gets less, who gets to take risks when times are good, and who gets screwed when things go bad.Lively, accessible, and full of interesting details (like the 43-pound copper coins that 17th-century Swedes carried strapped to their backs), Money is the story of the choices that gave us money as we know it today. The co-host of the popular NPR podcast Planet Money provides a well-researched, entertaining, somewhat irreverent look at how money is a made-up thing that has evolved over time to suit humanity's changing needs.

    Robbie, aka the Naked Trader, is an expert and highly entertaining guide to the sometimes baffling world of the stock market. In between cups of tea, rounds of toast and the occasional 'cuddle' with Mrs Naked Trader, he describes the straightforward techniques that have enabled him to succeed in the markets and escape the rat race. The book kicks off with the basics such as: the best websites, magazines and newspapers to look at; the kit you need to get cracking; and some key tips for choosing a broker. Robbie then gives you the essential techniques for picking the good shares and, just as importantly, avoiding the bad ones, and finishes up with some more advanced topics like how to make money even when shares fall. Along the way you also get the chance to spend a day with the

    There are deep connections between stars and atoms, between the cosmos and the microworld. Just six numbers, imprinted in the "big bang," determine the essential features of our entire physical world. Moreover, cosmic evolution is astonishingly sensitive to the values of these numbers. If any one of them were "untuned," there could be no stars and no life. This realization offers a radically new perspective on our universe, our place in it, and the nature of physical laws.

    Penny Stocks For Dummies explains the basics of penny stocks and provides expert guidance to help you get involved right away.Penny Stocks For Dummies provides you with the information and advice you need before considering an investment in penny stocks, as well as the tools needed to make sound investments. You'll also get expert guidance on identifying growth trends and market sectors positioned for rapid growth, finding undiscovered penny stocks, and understanding the fundamentals of a potential investment in penny stocks.Arms you with the know-how to properly identify, and purchase, winning penny stocks Shows you how good money can be made from these low-priced shares Gets you involved in Penny Stocks quickly, painlessly, and on a small budget Penny Stocks For Dummies appeals to anyone who doesn't have a lot to invest right now in the current economic climate, but who wants to multiply what they do have.

    Understand the essentials of stock investing, how to get started, and how to pick winners.

    Having just completed his masterpiece, The General Theory of Relativity—which provided a brand-new theory of gravity and promised a new perspective on the cosmos as a whole—he set out at once to share his excitement with as wide a public as possible in this popular and accessible book.Here published for the first time as a Penguin Classic, this edition of Relativity features a new introduction by bestselling science author Nigel Calder.

    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.

    Swensen offers incontrovertible evidence that the for-profit mutual fund industry consistently fails the average investor. From excessive management fees to the frequent "churning" of portfolios, the relentless pursuit of profits by mutual fund management companies harms individual clients. Perhaps most destructive of all are the hidden schemes that limit investor choice and reduce returns, including "pay-to-play" product-placement fees, stale-price trading scams, soft-dollar kickbacks, and 12b-1 distribution charges. Even if investors manage to emerge unscathed from an encounter with the profit-seeking mutual fund industry, individuals face the likelihood of self-inflicted pain. The common practice of selling losers and buying winners (and doing both too often) damages portfolio returns and increases tax liabilities, delivering a one-two punch to investor aspirations. In short: Nearly insurmountable hurdles confront ordinary investors. Swensen's solution? A contrarian investment alternative that promotes well-diversified, equity-oriented, "market-mimicking" portfolios that reward investors who exhibit the courage to stay the course. Swensen suggests implementing his nonconformist proposal with investor-friendly, not-for-profit investment companies such as Vanguard and TIAA-CREF. By avoiding actively managed funds and employing client-oriented mutual fund managers, investors create the preconditions for investment success. Bottom line? Unconventional Success provides the guidance and financial know-how for improving the personal investor's financial future.

    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.

    But none has revealed just how significant a role it plays in the global economy--until now.A groundbreaking book sure to leave its mark in the canon of investing literature, The Rise of Carry explains how carry trading has virtually shaped the global economic picture--one of decaying economic growth, recurring crises, wealth disparity, and, in too many places, social and political upheaval. The authors explain how carry trades work--particularly in the currency and stock markets--and provide a compelling case for how carry trades have come to dominate the entire global business cycle. They provide thorough analyses of critical but often overlooked topics and issues, including:-The active role stock prices play in causing recessions--as opposed to the common belief that recessions cause price crashes-The real driving force behind financial asset prices-The ways that carry, volatility selling, leverage, liquidity, and profitability affect the business cycle-How positive returns to carry over time are related to market volatility--and how central bank policies have supercharged these returnsSimply put, carry trading is now the primary determinant of the global business cycle--a pattern of long, steady but unspectacular expansions punctuated by catastrophic crises.The Rise of Carry provides foundational knowledge and expert insights you need to protect yourself from what have come to be common market upheavals--as well as the next major crisis.