You’re probably reading this because, well, you feel the same way.Perhaps you’re worried about one specific scenario (the death of the banking system, hyperinflation or something else) but then again, maybe you’re not able to identify specific threats. Instead, you just feel “something” is wrong. You feel it deep down inside and it haunts you.Rightfully so, in my opinion!The Age of Anomaly is here to provide much-needed clarity. My name is Andrei Polgar but a lot of you might know me as “the One Minute Economics guy on YouTube” and I’ve never been an economist who desperately wants to sound intelligent.Instead, through my work, I’ve had one goal and one goal only: making economics easy to understand, something traditional education has failed at remarkably. As time passes, my work is featured in more and more universities all over the world. Students love it, people who already graduated feel the same way and even those who aren’t necessarily interested in economics become fascinated by this often misunderstood but amazing field.Why do people like what I do?For one simple reason: because it works.Through The Age of Anomaly, I’ve made it clear that understanding financial calamities and being prepared doesn’t have to involve rocket science. Anyone can do it and frankly, everyone should do it.I’ve provided a “from A to Z” perspective by:1) Analyzing quite a few hand-picked economic calamities of the past, from the tulip mania to the Great Depression, the Great Recession and even case studies pretty much nobody heard of such as the short domain mania of 2015-20162) Drawing parallels and finding common denominators so as to provide tips that help readers become better and better at spotting financial storms3) Explaining that becoming better at spotting financial storms is just not enough. Even I may very well end up being caught off-guard by the next crash and as such, it makes sense to dedicate just at much energy to becoming more resilient in general so as to better withstand anything life throws your wayBy becoming good at spotting financial storms as well as resilient, you’ll be multiple orders of magnitude (and I consider even this the understatement of the century) better off than the average individual, who blissfully chooses to live in a bubble of ignorance!

    It used to be that to diagnose an illness, interpret legal documents, analyze foreign policy, or write a newspaper article you needed a human being with specific skills—and maybe an advanced degree or two. These days, high-level tasks are increasingly being handled by algorithms that can do precise work not only with speed but also with nuance. These “bots” started with human programming and logic, but now their reach extends beyond what their creators ever expected. In this fascinating, frightening book, Christopher Steiner tells the story of how algorithms took over—and shows why the “bot revolution” is about to spill into every aspect of our lives, often silently, without our knowledge. The May 2010 “Flash Crash” exposed Wall Street’s reliance on trading bots to the tune of a 998-point market drop and $1 trillion in vanished market value. But that was just the beginning. In Automate This, we meet bots that are driving cars, penning haiku, and writing music mistaken for Bach’s. They listen in on our customer service calls and figure out what Iran would do in the event of a nuclear standoff. There are algorithms that can pick out the most cohesive crew of astronauts for a space mission or identify the next Jeremy Lin. Some can even ingest statistics from baseball games and spit out pitch-perfect sports journalism indistinguishable from that produced by humans. The interaction of man and machine can make our lives easier. But what will the world look like when algorithms control our hospitals, our roads, our culture, and our national security? What hap­pens to businesses when we automate judgment and eliminate human instinct? And what role will be left for doctors, lawyers, writers, truck drivers, and many others?  Who knows—maybe there’s a bot learning to do your job this minute.

    R is one of the most powerful and flexible statistical software packages available, and enables the user to apply a wide variety of statistical methods ranging from simple regression to generalized linear modelling. Statistics: An Introduction using R is a clear and concise introductory textbook to statistical analysis using this powerful and free software, and follows on from the success of the author's previous best-selling title Statistical Computing. * Features step-by-step instructions that assume no mathematics, statistics or programming background, helping the non-statistician to fully understand the methodology. * Uses a series of realistic examples, developing step-wise from the simplest cases, with the emphasis on checking the assumptions (e.g. constancy of variance and normality of errors) and the adequacy of the model chosen to fit the data. * The emphasis throughout is on estimation of effect sizes and confidence intervals, rather than on hypothesis testing. * Covers the full range of statistical techniques likely to be need to analyse the data from research projects, including elementary material like t-tests and chi-squared tests, intermediate methods like regression and analysis of variance, and more advanced techniques like generalized linear modelling. * Includes numerous worked examples and exercises within each chapter. * Accompanied by a website featuring worked examples, data sets, exercises and solutions: http: //www.imperial.ac.uk/bio/research/crawl... Statistics: An Introduction using R is the first text to offer such a concise introduction to a broad array of statistical methods, at a level that is elementary enough to appeal to a broad range of disciplines. It is primarily aimed at undergraduate students in medicine, engineering, economics and biology - but will also appeal to postgraduates who have not previously covered this area, or wish to switch to using R.

    

    Politicians and marketers present shoddy evidence for dubious claims all the time. But smart people make mistakes too, and when it comes to statistics, plenty of otherwise great scientists--yes, even those published in peer-reviewed journals--are doing statistics wrong."Statistics Done Wrong" comes to the rescue with cautionary tales of all-too-common statistical fallacies. It'll help you see where and why researchers often go wrong and teach you the best practices for avoiding their mistakes.In this book, you'll learn: - Why "statistically significant" doesn't necessarily imply practical significance- Ideas behind hypothesis testing and regression analysis, and common misinterpretations of those ideas- How and how not to ask questions, design experiments, and work with data- Why many studies have too little data to detect what they're looking for-and, surprisingly, why this means published results are often overestimates- Why false positives are much more common than "significant at the 5% level" would suggestBy walking through colorful examples of statistics gone awry, the book offers approachable lessons on proper methodology, and each chapter ends with pro tips for practicing scientists and statisticians. No matter what your level of experience, "Statistics Done Wrong" will teach you how to be a better analyst, data scientist, or researcher.

    In Your Money and Your Brain, Jason Zweig explains why smart people make stupid financial decisions -- and what they can do to avoid these mistakes. Zweig, a veteran financial journalist, draws on the latest research in neuroeconomics, a fascinating new discipline that combines psychology, neuroscience, and economics to better understand financial decision making. He shows why we often misunderstand risk and why we tend to be overconfident about our investment decisions. Your Money and Your Brain offers some radical new insights into investing and shows investors how to take control of the battlefield between reason and emotion. Your Money and Your Brain is as entertaining as it is enlightening. In the course of his research, Zweig visited leading neuroscience laboratories and subjected himself to numerous experiments. He blends anecdotes from these experiences with stories about investing mistakes, including confessions of stupidity from some highly successful people. Then he draws lessons and offers original practical steps that investors can take to make wiser decisions. Anyone who has ever looked back on a financial decision and said, "How could I have been so stupid?" will benefit from reading this book.

    . . or a New Positive Force Helping to Drive the Economy . . .   The untold story of Steve Schwarzman and Blackstone, the financier and his financial powerhouse that avoided the self-destructive tendencies of Wall Street. David Carey and John Morris show how Blackstone (and other private equity firms) transformed themselves from gamblers, hostile-takeover artists, and ‘barbarians at the gate’ into disciplined, risk-conscious investors. The financial establishment—banks and investment bankers such as Citigroup, Bear Stearns, Lehman, UBS, Goldman Sachs, Merrill Lynch, Morgan Stanley—were the cowboys, recklessly assuming risks, leveraging up to astronomical levels and driving the economy to the brink of disaster. Blackstone is now ready to break out once again since it is sitting on billions of dollars that can be invested at a time when the market is starved for capital.  The story of a financial revolution—the greatest untold success story on Wall Street: Not only have Blackstone and a small coterie of competitors wrested control of corporations around the globe, but they have emerged as a major force on Wall Street, challenging the likes of Goldman Sachs and Morgan Stanley for dominance. Great human interest story: How Blackstone went from two guys and a secretary to being one of Wall Street’s most powerful institutions, far outgrowing its much older rival KKR; and how Steve Schwarzman, with a pay packet one year of $398 million and $684 million from the Blackstone IPO, came to epitomize the spectacular new financial fortunes amassed in the 2000s. Controversial: Analyzes the controversies surrounding Blackstone and whether it and other private equity firms suck the lifeblood out of companies to enrich themselves—or whether they are a force that helps make the companies they own stronger and thereby better competitors. The story by two insiders with access: Insightful and hard-hitting, filled with never-before-revealed details about the workings of a heretofore secretive company that was the personal fiefdom of Schwarzman and Peter Peterson. Forward-looking: How Blackstone and private equity will drive the economy and provide a model for how financing will work.

    Applauded for providing the most clear and accurate presentation of advanced microeconomic concepts, it offers an ideal level of mathematical rigor for upper level undergraduate students and beginning graduate students. It gives students the opportunity to work directly with theoretical tools, real-world applications, and cutting edge developments in the study of microeconomics. This text is solid, rigorous, comprehensive, and is sensibly challenging for students, best serving students with a mathematics background.

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

    Beginning at the intermediate level and ending at a level appropriate for the graduate student, this is a core text for upper level undergraduate and taught graduate microeconomics courses.

    With it you can prime yourself with the key concepts of statistics before getting involved in the associated calculations. Using words and diagrams instead of figures, formulae and equations, Derek Rowntree makes statistics accessible to those who are non-mathematicians. And just to get you into the spirit of things. Rowntree has included questions in his argument; answer them as you go and you will be able to tell how far you have mastered the subject.

    This is how engineers calculate your quality of living, how corporations determine your needs, and how politicians estimate your opinions. These are the numbers you never think about-even though they play a crucial role in every single aspect of your life.What you learn may surprise you, amuse you, or even enrage you. But there's one thing you won't be able to deny: Numbers Rule Your World...An easy read with a big benefit. --Fareed Zakaria, CNNFor those who have anxiety about how organization data-mining is impacting their world, Kaiser Fung pulls back the curtain to reveal the good and the bad of predictive analytics. --Ian Ayres, Yale professor and author of Super Crunchers: Why Thinking By Numbers is the New Way to Be Smart A book that engages us with stories that a journalist would write, the compelling stories behind the stories as illuminated by the numbers, and the dynamics that the numbers reveal. --John Sall, Executive Vice President, SAS InstituteLittle did I suspect, when I picked up Kaiser Fung's book, that I would become so entranced by it - an illuminating and accessible exploration of the power of statistical analysis for those of us who have no prior training in a field that he explores so ably. --Peter Clarke, author of Keynes: The Rise, Fall, and Return of the 20th Century's Most Influential EconomistA tremendous book. . . . If you want to understand how to use statistics, how to think with numbers and yet to do this without getting lost in equations, if you've been looking for the book to unlock the door to logical thinking about problems, well, you will be pleased to know that you are holding that book in your hands. --Daniel Finkelstein, Executive Editor, The Times of LondonI thoroughly enjoyed this accessible book and enthusiastically recommend it to anyone looking to understand and appreciate the role of statistics and data analysis in solving problems and in creating a better world. --Michael Sherman, Texas A&M University, American Statistician

    But is it really as simple as that? Kevin Rodgers has his doubts, and in this fascinating inside account of the financial world over the past three decades, he explains why. Taking us from the days when traders still shouted their deals down the phone to the silent modern world of computer trading, he shows how, far more than the pursuit of personal gain, it has been the pursuit of ever-more sophisticated systems, algorithms and financial models that has undermined banking and made it chronically unstable. He also shows how, by their very nature, the computers on which modern finance now so completely depend are hopelessly ill-equipped to forestall a future crash. Both a very personal and evocative account of how banking has changed since the 1980s, and a masterclass in how it actually works, Why Aren't They Shouting also offers a nuanced, if alarming, glimpse into its likely future.

    In it, economic expert and bestselling author of Crash Proof, Peter Schiff teams up with his brother Andrew to apply their signature "take no prisoners" logic to expose the glaring fallacies that have become so ingrained in our country’s economic conversation.Inspired by How an Economy Grows and Why It Doesn’t—a previously published book by the Schiffs’ father Irwin, a widely published economist and activist—How an Economy Grows and Why It Crashes incorporates the spirit of the original while tackling the latest economic issues.With wit and humor, the Schiffs explain the roots of economic growth, the uses of capital, the destructive nature of consumer credit, the source of inflation, the importance of trade, savings, and risk, and many other topical principles of economics.The tales told here may appear simple of the surface, but they will leave you with a powerful understanding of How an Economy Grows and Why it Crashes.

    Bueno de Mesquita uses game theory and its insights into human behavior to predict and even engineer political, financial, and personal events. His forecasts, which have been employed by everyone from the CIA to major business firms, have an amazing 90 percent accuracy rate, and in this dazzling and revelatory book he shares his startling methods and lets you play along in a range of high-stakes negotiations and conflicts.Revealing the origins of game theory and the advances made by John Nash, the Nobel Prize—winning scientist perhaps best known from A Beautiful Mind, Bueno de Mesquita details the controversial and cold-eyed system of calculation that he has since created, one that allows individuals to think strategically about what their opponents want, how much they want it, and how they might react to every move. From there, Bueno de Mesquita games such events as the North Korean disarmament talks and the Middle East peace process and recalls, among other cases, how he correctly predicted which corporate clients of the Arthur Andersen accounting firm were most likely engaged in fraudulent activity (hint: one of them started with an E). And looking as ever to the future, Bueno de Mesquita also demonstrates how game theory can provide successful strategies to combat both global warming (instead of relying on empty regulations, make nations compete in technology) and terror (figure out exactly how much U.S. aid will make Pakistan fight the Taliban).But as Bueno de Mesquita shows, game theory isn’t just for saving the world. It can help you in your own life, whether you want to succeed in a lawsuit (lawyers argue too much the merits of the case and question too little the motives of their opponents), elect the CEO of your company (change the system of voting on your board to be more advantageous to your candidate), or even buy a car (start by knowing exactly what you want, call every dealer in a fifty-mile radius, and negotiate only over the phone).Savvy, provocative, and shockingly effective, The Predictioneer’s Game will change how you understand the world and manage your future. Life’s a game, and how you play is whether you win or lose.