It discusses new results, along with applications of probability theory to a variety of problems. The book contains many exercises and is suitable for use as a textbook on graduate-level courses involving data analysis. Aimed at readers already familiar with applied mathematics at an advanced undergraduate level or higher, it is of interest to scientists concerned with inference from incomplete information.

    This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    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.

    You'll be surprised at what you find out....

    Any ambitious proposal, however, inevitably runs into the buzz saw of how to find the money to pay for it, rooted in myths about deficits that are hobbling us as a country.Kelton busts through the myths that prevent us from taking action: that the federal government should budget like a household, that deficits will harm the next generation, crowd out private investment, and undermine long-term growth, and that entitlements are propelling us toward a grave fiscal crisis.MMT, as Kelton shows, shifts the terrain from narrow budgetary questions to one of broader economic and social benefits. With its important new ways of understanding money, taxes, and the critical role of deficit spending, MMT redefines how to responsibly use our resources so that we can maximize our potential as a society. MMT gives us the power to imagine a new politics and a new economy and move from a narrative of scarcity to one of opportunity.

    Is it possible for investors to identify emerging bubbles and then profit from their inflation? Likewise, can investors avoid the bursting of these bubbles, and the extreme volatility and losses found in their aftermath to survive to invest another day? Over 70 years ago, Benjamin Graham and David Dodd proposed valuing stocks with earnings smoothed across multiple years. Robert Shiller later popularized this method with his version of the cyclically adjusted price-to-earnings (CAPE) ratio in the late 1990s and correctly issued a timely warning of poor stock returns to follow in the coming years. We apply this valuation metric across more than 40 foreign markets and find it both practical and useful. Indeed, we witness even greater examples of bubbles and busts abroad than in the United States. We then create a trading system to build global stock portfolios, and find significant outperformance by selecting markets based on relative and absolute valuation.

    Yet almost all mutual funds consistently fail. Hedge fund manager Andreas F. Clenow takes you behind the scenes to show you why this is the case and how anyone can beat the mutual funds. Momentum investing has been one of very few ways of consistently beating the markets. This book offers you a unique back stage pass, guiding you through how established hedge funds achieve their results. The stock markets are widely misunderstood. Buying and selling stocks seems so simple. We all know what stocks are and what the companies produce. We’re told that stocks always go up in the long run and that everyone should be in the stock markets. Oversimplifications like that can end up costing you. In the long run, the major stock indexes show a performance of five to six percent per year. For that return, you will have to bear occasional losses of over half your capital and be forced to wait many years to recover your money. Yes, in the long run stocks do go up. But the story isn’t that simple. Stocks on the Move outlines a rational way to invest in the markets for the long term. It will walk you through the problems of the stock markets and how to address them. It will explain how to achieve twice the return of the stock markets at considerably lower risk. All rules and all details will be explained in this book, allowing anyone to replicate the strategies and research. Andreas F. Clenow is the chief investment officer and partner of ACIES Asset Management, based in Zurich, Switzerland. Starting out as a successful IT entrepreneur in the 90s boom, he enjoyed a stellar career as global head of equity and commodity quant modeling for Reuters before leaving for the hedge fund world. Having founded and managed multiple hedge funds, Mr. Clenow is now overseeing asset management and trading across all asset classes. He is the author of best-selling and critically acclaimed book Following the Trend and can be reached via his popular website www.FollowingTheTrend.com.

    The book explodes the myth that you need to earn a high income to be rich and explains the difference between working for money and having your money work for you.

    Now the fifth edition of this classic updates the application of the Graham and Dodd valuation approach for today's greatly changed investment environment.

    In his most important work, The General Theory of Employment, Interest, and Money (1936), Keynes critiqued the laissez-faire policies of his day, particularly the proposition that a normally functioning market economy would bring full employment. Keynes's forward-looking work transformed economics from merely a descriptive and analytic discipline into one that is policy oriented. For Keynes, enlightened government intervention in a nation's economic life was essential to curbing what he saw as the inherent inequalities and instabilities of unregulated capitalism.

    A lively, original, and challenging history of stock market speculation from the 17th century to present day.Is your investment in that new Internet stock a sign of stock market savvy or an act of peculiarly American speculative folly? How has the psychology of investing changed--and not changed--over the last five hundred years? In Devil Take the Hindmost, Edward Chancellor traces the origins of the speculative spirit back to ancient Rome and chronicles its revival in the modern world: from the tulip scandal of 1630s Holland, to "stockjobbing" in London's Exchange Alley, to the infamous South Sea Bubble of 1720, which prompted Sir Isaac Newton to comment, "I can calculate the motion of heavenly bodies, but not the madness of people."Here are brokers underwriting risks that included highway robbery and the "assurance of female chastity"; credit notes and lottery tickets circulating as money; wise and unwise investors from Alexander Pope and Benjamin Disraeli to Ivan Boesky and Hillary Rodham Clinton.From the Gilded Age to the Roaring Twenties, from the nineteenth century railway mania to the crash of 1929, from junk bonds and the Japanese bubble economy to the day-traders of the Information Era, Devil Take the Hindmost tells a fascinating story of human dreams and folly through the ages.

    He is CEO and founder of GoldSilver.com, one of the world's largest gold and silver bullion dealers, CEO and founder of WealthCycles.com, an educational website, and host of the most popular video series on the topics of monetary history, economics and economic cycles, The Hidden Secrets of Money.

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

    The conventional approach used by experts to determine how much money you need to retire is fundamentally flawed. The worst part is you won’t even know it until it’s too late.This book takes you behind the scientific facade of modern retirement planning to reveal:• Why most estimates for how much you need to retire are a case of garbage-in garbage-out causing you to either overspend and run out of money or underspend so that you never get to enjoy your savings.• The 5 critical assumptions that can destroy your financial security. Which one are you making?• 3 models for estimating how much money you need to retire (your financial planner only knows 1 and it’s not the best).• How to reduce the amount you need to retire by $300,000–$600,000 or more.• How to plan for inflation, changes in Social Security, and much more so you don’t run out of money before you run out of life.• 7 creative ways to spend less while also improving lifestyle.• 3 strategies to maximize spending today while protecting for the future in case you live longer than expected.• How Monte Carlo calculators cause a dangerous deception that can leave you broke.• Explains step-by-step how to accurately calculate the amount of money you need to retire—the very first time you try, simply, and without being a math genius.• No computer, software, or online calculators necessary—it’s that simple.In one evening you can know more about how much money you need to retire than your financial adviser. This book is a practical, no-nonsense guide complete with a step-by-step plan that tells you how much money you need to retire with confidence.No retirement is secure without it.

    Filled with in-depth insights and practical advice, Getting Started in Chart Patterns is designed to help both new and seasoned traders profit by tracking and identifying specific chart patterns. Expert Thomas Bulkowski opens with a basic discussion of chart pattern formation and how bad habits can hurt trading. He then moves on to introduce over 40 key chart formations as well as numerous trading tactics that can be used in conjunction with them. Readers will benefit from the specifics (actual trades with dollar amounts) outlined throughout the book and the frank discussions of how trading behavior can affect the bottom line. Anecdotes from Bulkowski's own trading experiences are also included to shed light on how one of the best in the business goes about trading with chart patterns.Order your copy today.