The Art of Statistics: How to Learn from Data


David Spiegelhalter - 2019
      Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.

After the Music Stopped: The Financial Crisis, the Response, and the Work Ahead


Alan S. Blinder - 2013
    financial system, which had grown far too complex for its own good-and too unregulated for the public good-experienced a perfect storm beginning in 2007. When America's financial structure crumbled, the damage proved to be not only deep, but wide. It took the crisis for the world to discover, to its horror, just how truly interconnected-and fragile-the global financial system is. The second part of the story explains how American and international government intervention kept us from a total meltdown. Many of the U.S. government's actions, particularly the Fed's, were previously unimaginable. And to an amazing-and certainly misunderstood-extent, they worked. The worst did not happen. Blinder offers clear-eyed answers to the questions still before us, even if some of the choices ahead are as divisive as they are unavoidable. After the Music Stopped is an essential history that we cannot afford to forget, because one thing history teaches is that it will happen here again.

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World


Pedro Domingos - 2015
    In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. If data-ism is today's philosophy, this book is its bible.

The Wyckoff Methodology in Depth: How to trade financial markets logically (Trading and Investing Course: Advanced Technical Analysis Book 1)


Rubén Villahermosa - 2019
    The approach is simple: When large traders want to buy or sell they carry out processes that leave their mark and can be seen in the charts through price and volume. Wyckoff’s methodology is based on identifying that professional intervention to try to elucidate who is in control of the market in order to trade alongside them.     What makes it different from other approaches?   The main advantage that puts this methodology above the rest is that it is based on solid principles; it has a real underlying logic. Far from all kinds of indicators, it focuses on the study of the interaction between supply and demand; which, as we know, is the driving force behind all financial markets.     What will you learn?   ▶ How markets move. The market is formed by movements in waves that develop trends and cycles. ▶ The 3 fundamental laws. The only discretionary method that has an underlying logic behind it. The law of Supply and Demand. The law of Cause and Effect. The law of Effort and Result. ▶ The processes of accumulation and distribution. The development of structures that identify the actions of great professionals. ▶ The events and phases of the Wyckoff Methodology. The key actions of the market that will allow us to make judicious analyses. ▶ Operation. We combine context, structures and operational areas to position ourselves on the side of the large operators.     Includes texts and images totally exclusive.   I hope you enjoy it and it brings you value.

Standard Deviations: Flawed Assumptions, Tortured Data, and Other Ways to Lie with Statistics


Gary Smith - 2014
    In Standard Deviations, economics professor Gary Smith walks us through the various tricks and traps that people use to back up their own crackpot theories. Sometimes, the unscrupulous deliberately try to mislead us. Other times, the well-intentioned are blissfully unaware of the mischief they are committing. Today, data is so plentiful that researchers spend precious little time distinguishing between good, meaningful indicators and total rubbish. Not only do others use data to fool us, we fool ourselves.With the breakout success of Nate Silver’s The Signal and the Noise, the once humdrum subject of statistics has never been hotter. Drawing on breakthrough research in behavioral economics by luminaries like Daniel Kahneman and Dan Ariely and taking to task some of the conclusions of Freakonomics author Steven D. Levitt, Standard Deviations demystifies the science behind statistics and makes it easy to spot the fraud all around.

Professional Excel Development: The Definitive Guide to Developing Applications Using Microsoft Excel and VBA


Stephen Bullen - 2005
    It has become adevelopment platform in it own right. Applications written using Excel are partof many corporations' core suites of business-critical applications. In spite ofthis, Excel is too often thought of as a hobbyist's platform. While there arenumerous titles on Excel and VBA, until now there have been none thatprovide an overall explanation of how to develop professional-quality Excel-basedapplications. All three authors are professional Excel developers who runtheir own companies developing Excel-based apps for clients ranging fromindividuals to the largest multinational corporations. In this book they showhow anyone from power users to professional developers can increase thespeed and usefulness of their Excel-based apps.

The New Case for Gold


James Rickards - 2016
    "They say" the gold supply can t increase fast enough to support world growth. "They re wrong. "In this bold manifesto, bestselling author and economic commentator James Rickards steps forward to defend gold as both an irreplaceable store of wealth and a standard for currency. Global political instability and market volatility are on the rise. Gold, always a prudent asset to own, has become the single most important wealth preservation tool for banks and individuals alike. Rickards draws on historical case studies, monetary theory, and personal experience as an investor to argue that: The next financial collapse will be exponentially bigger than the panic of 2008. The time will come, sooner rather than later, when there will be panic buying and only central banks, hedge funds, and other big players will be able to buy any gold at all. It s not too late to prepare ourselves as a nation: there s always enough gold for a gold standard if we specify a stable, nondeflationary price. Providing clear instructions on how much gold to buy and where to store it, the short, provocative argument in this book will change the way you look at this barbarous relic forever."

The Naked Trader's Guide to Spread Betting: How to make money from shares in up or down markets


Robbie Burns - 2010
    But it's not a world populated by pinstriped men waiting to rob you, steal your savings and do nasty things to small kittens. You can win. (And you never have to pay a penny in tax!) This book shows you how. Robbie Burns, bestselling author of The Naked Trader, has been spread betting for years. He explains why it's an indispensable tool to use alongside normal investing or trading. Especially as you can make money even if the market goes down. Robbie takes you through everything from how it works, to managing your risk, working out exposure, and how, often, doing nothing is the best move! He explains the ins and outs of successfully betting on shares in his trademark down-to-earth style, covering everything you need to know. From the simple stuff through to proven strategies, including those that can be used in different markets - it's all here. There are also behind-the-scenes visits to two top spread betting firms. But it's a big, bad old world out there, and there are a whole heap of mistakes you can make, an awful lot of money you can lose. Rounding up spine-chilling traders' tales of spread bets gone wrong, and using all he has learnt from making silly mistakes himself, Robbie also helps you learn what not to do. This is the ultimate guide to spread betting - how to do it, have fun and hopefully make a few quid.

Mad Money Journey


Mehrab Irani - 2014
    John Pinto decides to end it all by walking into oncoming traffic. But Life has other plans from him! Through a quirky twist of fate, John finds himself saved and launched into a financial pilgrimage across the world. Through a whirligig of exotic, shocking and sometimes dangerous encounters, he learns what it means to be financially independent.The school of Life introduces him to people who have learned the 10 commandments of financial freedom the hard way. From Afghani terrorists to Kenyan marathon runners, from Bangkok prostitutes to Chinese mystics and many more. Each soul on this incredible journey holds a key insight into the relationship between man and money. To achieve true freedom, he will have to face it all-a turbulent odyssey of hair-raising adventure, unexpected teachers, monetary rewards and an overarching mission.A dazzling novel, written with wit, compassion, intelligence and deep humanity, travel with John Pinto to unearth the secrets of a rich life.

The Improbability Principle: Why Coincidences, Miracles, and Rare Events Happen Every Day


David J. Hand - 2014
    Hand argues that extraordinarily rare events are anything but. In fact, they’re commonplace. Not only that, we should all expect to experience a miracle roughly once every month.     But Hand is no believer in superstitions, prophecies, or the paranormal. His definition of “miracle” is thoroughly rational. No mystical or supernatural explanation is necessary to understand why someone is lucky enough to win the lottery twice, or is destined to be hit by lightning three times and still survive. All we need, Hand argues, is a firm grounding in a powerful set of laws: the laws of inevitability, of truly large numbers, of selection, of the probability lever, and of near enough.     Together, these constitute Hand’s groundbreaking Improbability Principle. And together, they explain why we should not be so surprised to bump into a friend in a foreign country, or to come across the same unfamiliar word four times in one day. Hand wrestles with seemingly less explicable questions as well: what the Bible and Shakespeare have in common, why financial crashes are par for the course, and why lightning does strike the same place (and the same person) twice. Along the way, he teaches us how to use the Improbability Principle in our own lives—including how to cash in at a casino and how to recognize when a medicine is truly effective.     An irresistible adventure into the laws behind “chance” moments and a trusty guide for understanding the world and universe we live in, The Improbability Principle will transform how you think about serendipity and luck, whether it’s in the world of business and finance or you’re merely sitting in your backyard, tossing a ball into the air and wondering where it will land.

Essentials of Econometrics


Damodar N. Gujarati - 1998
    This text provides a simple and straightforward introduction to econometrics for the beginner. The book is designed to help students understand econometric techniques through extensive examples, careful explanations, and a wide variety of problem material. In each of the editions, I have tried to incorporate major developments in the field in an intuitive and informative way without resort to matrix algebra, calculus, or statistics beyond the introductory level. The fourth edition continues that tradition.

Dream Big: Let Your Financial Plan Make Your Dreams Come True


Mukesh Jindal - 2017
    Today, he is the owner of a flourishing taxi service business and is scouting around to buy a Mercedes Benz...not on a loan but with the wealth he has amassed over the years! How did he get from being a driver to a millionaire? Three simple secrets - he had the courage to dream big, learn about financial planning and implement what he learnt. Now, while you don't need anyone to help you to dream big, here is a book that will teach you everything that Vaibhav learnt. All you have to do is find the tenacity to implement it. Everything, from the importance of saving and investing and the need for life and health insurance to various investment products like mutual funds, SIP, PPF etc. that can enable you to build wealth, is explained in this book in simple and jargon free language. It helps you to choose instruments that are most suitable for you and explains why you would be better off without others. Dream Big simplifies and breaks down common financial planning principles such as risk profiling, asset allocation, portfolio construction, rebalancing etc. and explains the tax implications of various investment decisions. It also contains sections on planning for retirement and a legacy, and financial planning for women, divorced individuals, defence employees, senior citizens, etc.

Against the Gods: The Remarkable Story of Risk


Peter L. Bernstein - 1996
    Peter Bernstein has written a comprehensive history of man's efforts to understand risk and probability, beginning with early gamblers in ancient Greece, continuing through the 17th-century French mathematicians Pascal and Fermat and up to modern chaos theory. Along the way he demonstrates that understanding risk underlies everything from game theory to bridge-building to winemaking.

The Formula: How Algorithms Solve all our Problems … and Create More


Luke Dormehl - 2014
    What if everything in life could be reduced to a simple formula? What if numbers were able to tell us which partners we were best matched with – not just in terms of attractiveness, but for a long-term committed marriage? Or if they could say which films would be the biggest hits at the box office, and what changes could be made to those films to make them even more successful? Or even who out of us is likely to commit certain crimes, and when? This may sound like the world of science-fiction, but in fact it is just the tip of the iceberg in a world that is increasingly ruled by complex algorithms and neural networks.In The Formula, Luke Dormehl takes you inside the world of numbers, asking how we came to believe in the all-conquering power of algorithms; introducing the mathematicians, artificial intelligence experts and Silicon Valley entrepreneurs who are shaping this brave new world, and ultimately asking how we survive in an era where numbers can sometimes seem to create as many problems as they solve.

The Lifestyle Investor: The 10 Commandments of Cash Flow Investing for Passive Income and Financial Freedom


Justin Donald - 2020