Book picks similar to
Machine Learning for Asset Managers by Marcos López de Prado
finance
quant
investing
machine-learning
Technical Analysis of the Financial Markets
John J. Murphy - 1986
Murphy has updated his landmark bestseller Technical Analysis of the Futures Markets, to include all of the financial markets.This outstanding reference has already taught thousands of traders the concepts of technical analysis and their application in the futures and stock markets. Covering the latest developments in computer technology, technical tools, and indicators, the second edition features new material on candlestick charting, intermarket relationships, stocks and stock rotation, plus state-of-the-art examples and figures. From how to read charts to understanding indicators and the crucial role technical analysis plays in investing, readers gain a thorough and accessible overview of the field of technical analysis, with a special emphasis on futures markets. Revised and expanded for the demands of today's financial world, this book is essential reading for anyone interested in tracking and analyzing market behavior.
Bull!: A History of the Boom and Bust, 1982-2004
Maggie Mahar - 2003
Then, the market rose and rapidly gained speed until it peaked above 11,000. Noted journalist and financial reporter Maggie Mahar has written the first book on the remarkable bull market that began in 1982 and ended just in the early 2000s. For almost two decades, a colorful cast of characters such as Abby Joseph Cohen, Mary Meeker, Henry Blodget, and Alan Greenspan came to dominate the market news.This inside look at that 17-year cycle of growth, built upon interviews and unparalleled access to the most important analysts, market observers, and fund managers who eagerly tell the tales of excesses, presents the period with a historical perspective and explains what really happened and why.
Lords of Finance: The Bankers Who Broke the World
Liaquat Ahamed - 2009
In fact, as Liaquat Ahamed reveals, it was the decisions taken by a small number of central bankers that were the primary cause of the economic meltdown, the effects of which set the stage for World War II and reverberated for decades. In Lords of Finance, we meet the neurotic and enigmatic Montagu Norman of the Bank of England, the xenophobic and suspicious Émile Moreau of the Banque de France, the arrogant yet brilliant Hjalmar Schacht of the Reichsbank, and Benjamin Strong of the Federal Reserve Bank of New York, whose façade of energy and drive masked a deeply wounded and overburdened man. After the First World War, these central bankers attempted to reconstruct the world of international finance. Despite their differences, they were united by a common fear—that the greatest threat to capitalism was inflation— and by a common vision that the solution was to turn back the clock and return the world to the gold standard. For a brief period in the mid-1920s they appeared to have succeeded. The world’s currencies were stabilized and capital began flowing freely across the globe. But beneath the veneer of boom-town prosperity, cracks started to appear in the financial system. The gold standard that all had believed would provide an umbrella of stability proved to be a straitjacket, and the world economy began that terrible downward spiral known as the Great Depression. As yet another period of economic turmoil makes headlines today, the Great Depression and the year 1929 remain the benchmark for true financial mayhem. Offering a new understanding of the global nature of financial crises, Lords of Finance is a potent reminder of the enormous impact that the decisions of central bankers can have, of their fallibility, and of the terrible human consequences that can result when they are wrong.
Bollinger on Bollinger Bands
John Bollinger - 2001
His Bollinger Bands sharpen the sensitivity of fixed indicators, allowing them to more precisely reflect a market's volatility. By more accurately indicating the existing market environment, they are seen by many as today's standard--and most reliable--tool for plotting expected price action.Now, in Bollinger on Bollinger Bands, Bollinger himself explains how to use this extraordinary technique to compare price and indicator action and make sound, sensible, and profitable trading decisions.Concise, straightforward, and filled with instructive charts and graphs, this remarkable book will be essential reading for all serious traders, regardless of market. Bollinger includes his simple system for implementation, and techniques for combining bands and indicators.
The Ultimate Options Trading Strategy Guide for Beginners: Learn about Options Trading and learn six great strategies to help you profit from it!
Roji Abraham - 2017
The vast majority of retail stock traders in the stock market keep away from trading in stock derivatives such as Options, believing it to be something that is too complex and too risky. Most of the few who venture out into this terrain with half-baked knowledge usually end in substantial losses over the long term because they simply do not know the safe strategies that one needs to deploy in this space and give up after a while. If you are somebody who has shied away from Options Trading in the past thinking it is beyond comprehension or because you always ended losing money, this is the right book for you.This book is for every person who wants to venture out into Options Trading to earn a steady part-time income with minimal risk.Here's what you get to learn from this book:
What stock options are in simple terms!
The various types of options and the common terms used in options trading.
The underlying principles of options trading using easily-understandable scenarios.
Insights into why anyone should trade in options
Basic mistakes made by newcomers and how to avoid them.
6 great strategies you can use to consistently make profits while controlling your risk exposure
Case studies illustrating the working of each strategy.
Note: As an added bonus, this book also gives you access to worksheets you can use to calculate the potential returns and risk exposure for any strategic trade you want to get into or to even just carry out paper-trades! This book adopts an unsophisticated approach to teach options trading to just about anybody and therefore, if you are looking for a place to start learning about options trading and how to earn off it, look no further!
Charting and Technical Analysis
Fred McAllen - 2010
Whether you invest or trade in Stocks, Options, Forex, or even Mutual Funds, it is imperative to know AND understand price and market movements that can only be learned from Technical Analysis. You Should NEVER attempt Trading or Investing without it. And NEVER depend upon a Financial Advisor to make your decisions. They are salespeople and they make money whether you do or not.This book is not just another creative way to tell you to “Buy Low and Sell High!” It is IN-DEPTH, EXPLAINED, and you WILL learn price movements and technical analysis and how to apply that knowledge to individual stocks and the overall market as well.You will understand and recognize tops and bottoms in the market and in particular stocks. Entry and exit points. You will understand 'who' is buying and selling, and when. This is highly valuable information, and you should NEVER attempt to trade or invest without this knowledge!
House of Debt: How They (and You) Caused the Great Recession, and How We Can Prevent It from Happening Again
Atif Mian - 2014
More than four million homes were lost to foreclosures. Is it a coincidence that the United States witnessed a dramatic rise in household debt in the years before the recession—that the total amount of debt for American households doubled between 2000 and 2007 to $14 trillion? Definitely not. Armed with clear and powerful evidence, Atif Mian and Amir Sufi reveal in House of Debt how the Great Recession and Great Depression, as well as the current economic malaise in Europe, were caused by a large run-up in household debt followed by a significantly large drop in household spending. Though the banking crisis captured the public’s attention, Mian and Sufi argue strongly with actual data that current policy is too heavily biased toward protecting banks and creditors. Increasing the flow of credit, they show, is disastrously counterproductive when the fundamental problem is too much debt. As their research shows, excessive household debt leads to foreclosures, causing individuals to spend less and save more. Less spending means less demand for goods, followed by declines in production and huge job losses. How do we end such a cycle? With a direct attack on debt, say Mian and Sufi. More aggressive debt forgiveness after the crash helps, but as they illustrate, we can be rid of painful bubble-and-bust episodes only if the financial system moves away from its reliance on inflexible debt contracts. As an example, they propose new mortgage contracts that are built on the principle of risk-sharing, a concept that would have prevented the housing bubble from emerging in the first place. Thoroughly grounded in compelling economic evidence, House of Debt offers convincing answers to some of the most important questions facing the modern economy today: Why do severe recessions happen? Could we have prevented the Great Recession and its consequences? And what actions are needed to prevent such crises going forward?
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Trevor Hastie - 2001
With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.
The Psychology of Money
Morgan Housel - 2020
It’s about how you behave. And behavior is hard to teach, even to really smart people. How to manage money, invest it, and make business decisions are typically considered to involve a lot of mathematical calculations, where data and formulae tell us exactly what to do. But in the real world, people don’t make financial decisions on a spreadsheet. They make them at the dinner table, or in a meeting room, where personal history, your unique view of the world, ego, pride, marketing, and odd incentives are scrambled together. In the psychology of money, the author shares 19 short stories exploring the strange ways people think about money and teaches you how to make better sense of one of life’s most important matters.
Trading Chaos: Maximize Profits with Proven Technical Techniques
Justine Gregory-Williams - 1995
The Second Edition of Trading Chaos is a cutting edge book that combines trading psychology and Chaos Theory and its particular effect on the markets. By examining both of these facets in relation to the current market, readers will have the best of all possible worlds when trading. Bill Williams, PhD, CTA (Solana Beach, CA), is President of Profitunity.com, a leader in the field of education for traders and investors. Justine Gregory-Williams (Solana Beach, CA) is President of the Profitunity Trading Group and a full-time trader.
Probability Theory: The Logic of Science
E.T. Jaynes - 1999
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.
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.
The Millionaire Mind
Thomas J. Stanley - 2001
Stanley, Ph.D., answers these questions and provides us with further insight into the thoughts and lives of this wealthy segment of the population in The Millionaire Mind. A follow-up to Stanley's New York Times bestseller, The Millionaire Next Door, The Millionaire Mind may surprise readers with its findings about the kinds of people that millionaires really are. Interestingly, many millionaires were not straight-A students in high school, nor did they attend prestigious colleges. Instead, they were often told when they were younger that they were not bright and that they would not be successful. These challenges taught them how to surmount obstacles and motivated them to try harder and to take risks to get ahead financially. The major risks that these millionaires have taken and continue to take are financial ones. They must overcome the fear of taking risks, and they must maintain this courage throughout their adult careers. Stanley discovered that many millionaires share similarities in techniques to allay their anxieties and stay on track financially. Some of these include: Believing in myself Counting my blessings every day Countering negativethoughtswith positive ones Sharing concerns with spouse Visualizing success Outworking, outthinking, out-toughing the competition Hiring talented advisors Constantly upgrading my knowledge about my occupation Spending considerable time planning my success Exercising regularly Having strong religious faith Stanley also reveals that millionaires are very often successful in marriage as well as in work (the typical millionaire has been married to the same spouse for over twenty-five years) and that they usually lead relatively frugal, economically productive lifestyles. Perhaps most interesting to readers will be the section that Stanley devotes to how millionaires chose the career in which they would be most likely to succeed. So don't miss out on picking apart and analyzing the thoughts and habits of millionaires with Thomas Stanley and The Millionaire Mind, a book sure to be as brilliantly revealing and fascinating as his previous bestseller on millionaires. Thomas J. Stanley, Ph.D., is a researcher, author, and lecturer. He has studied the wealthy for more than 25 years. The Millionaire Next Door, published in 1996, has sold more than one million copies in hardcover and nearly one million in paperback. The book has been on The New York Times Best Sellers list for more than 150 combined weeks. His previous books include Marketing to the Affluent, which Best of Business Quarterly named one of 10 outstanding business books, Selling to the Affluent, and Networking with the Affluent. Dr. Stanley lives in Atlanta. He was a professor of marketing at Georgia State University, where he was named Omicron Delta Kappa Outstanding Professor. He holds his doctorate from the University of Georgia in Athens.
The Analysis and Use of Financial Statements
Gerald I. White - 1993
* An increased international focus with more coverage of IASC and non-US GAAPs and more non-US examples.
The Basics of Bitcoins and Blockchains: An Introduction to Cryptocurrencies and the Technology that Powers Them
Antony Lewis - 2018
But, for the uninitiated, most of this information can be indecipherable. The Basics of Bitcoins and Blockchains aims to provide an accessible guide to this new currency and the revolutionary technology that powers it.Bitcoin, Ethereum, and other cryptocurrencies: Gain an understanding of a broad spectrum of Bitcoin topics. The Basics of Bitcoins and Blockchains covers topics such as the history of Bitcoin, the Bitcoin blockchain, and Bitcoin buying, selling, and mining. It also answers how payments are made and how transactions are kept secure. Other cryptocurrencies and cryptocurrency pricing are examined, answering how one puts a value on cryptocurrencies and digital tokens.Blockchain technology: Blockchain technology underlies all cryptocurrencies and cryptocurrency transactions. But what exactly is a blockchain, how does it work, and why is it important? The Basics of Bitcoins and Blockchains will answer these questions and more. Learn about notable blockchain platforms, smart contracts, and other important facets of blockchains and their function in the changing cyber-economy.Things to know before buying cryptocurrencies: The Basics of Bitcoins and Blockchains offers trustworthy and balanced insights to those interested in Bitcoin investing or investing in other cryptocurrency. Discover the risks and mitigations, learn how to identify scams, and understand cryptocurrency exchanges, digital wallets, and regulations with this book.Readers will learn about:
Bitcoin and other cryptocurrencies
Blockchain technology and how it works
The workings of the cryptocurrency market
The evolution and potential impacts of Bitcoin and blockchains on global businesses
Dive into the world of cryptocurrency with confidence with this comprehensive introduction.