The reliance traders put on such quantitative analysis was catastrophic for the economy, setting off the series of financial crises that began to erupt in 2007 with the mortgage crisis and from which we're still recovering. Here Derman looks at why people--bankers in particular--still put so much faith in these models, and why it's a terrible mistake to do so.Though financial models imitate the style of physics by using the language of mathematics, ultimately they deal with human beings. Their similarity confuses the fundamental difference between the aims and possible achievements of the phsyics world and that of the financial world. When we make a model involving human beings, we are trying to force the ugly stepsister's foot into Cinderella's pretty glass slipper.  It doesn't fit without cutting off some of the essential parts. Physicists and economists have been too enthusiastic to recognize the limits of their equations in the sphere of human behavior--which of course is what economics is all about.  Models.Behaving.Badly. includes a personal account Derman's childhood encounter with failed models--the utopia of the kibbutz, his experience as a physicist on Wall Street, and a look at the models quants generated: the benefits they brought and the problems they caused. Derman takes a close look at what a model is, and then he highlights the differences between the success of modeling in physics and its relative failure in economics.  Describing the collapse of the subprime mortgage CDO market in 2007, Derman urges us to stop relying on these models where possible, and offers suggestions for mending these models where they might still do some good.  This is a fascinating, lyrical, and very human look behind the curtain at the intersection between mathematics and human nature.

    

    Written by a world-renowned industry expert, the reference discusses how to forecast returns under different parameters. Expected returns of major asset classes, investment strategies, and the effects of underlying risk factors such as growth, inflation, liquidity, and different risk perspectives, are also explained. Judging expected returns requires balancing historical returns with both theoretical considerations and current market conditions. Expected Returns provides extensive empirical evidence, surveys of risk-based and behavioral theories, and practical insights.

    

    No confusing jargon. No unnecessary mumbo-jumbo. Just clear, easy-to-understand explanations of more than 40 of the most popular option strategies broken down into a play-by-play format including: Play Name: Long Call, Short Call Spread, Iron Condor, etc. The Setup: The goals and reasons to run each play Who Should Run It: Rookies, Veterans or All-Stars, based on degree of difficulty When To Run It: Describes each play as bullish, bearish or neutral The Strategy: A detailed overview of each strategy, their risks and the specific costs associated with multi-leg strategies. description For the first-time option trader The Options Playbook features a "Rookie's Corner," addressing the basic definitions and concepts you need to understand this market, tips to avoid common beginner's mistakes, and suggested strategies to "get your feet wet." For more experienced option traders, an expanded section on implied volatility explains how this handy variable can be used to find the potential range of the stock over the options life. A detailed section on pricing variables (Greeks) helps you understand how an option's price is affected by changes in market conditions. You will also learn how time decay and a change in implied volatility can affect your trade after it's in place and how to recover if things don't go according to plan. The Options Playbook features Options Guy Tips from TradeKing Senior Analyst Brian Overby. Like any good coach, Overby's handy insights help you put theory into successful real-world trading. This expanded 2nd edition includes 10 new plays and 56 new pages of handy content describing a brief history of options, five common mistakes options traders make and how to avoid them, an expanded glossary, how to manage option positions by rolling to a different month and strike, to explaining the difference between index and stock options, managing early exercise and assignment and how to calculate position delta and use it to manage overall position risk of a multi-leg option strategy. Options involve risk and are not suitable for all investors. It is possible to lose more money than invested. Before making any investment decisions, please read Characteristics and Risks of Standardized Options that accompanies The Options Playbook and available at: tradeking.com/ODD. (c) 2015 TradeKing Group, Inc. All rights reserved. Securities offered through TradeKing, LLC, member FINRA and SIPC.

    Candlestick Charting Explained features updated charts and analysis as well as new material on integrating Western charting analysis with Japanese candlestick analysis, grouping candlesticks into families, detecting and avoiding false signals, and more.

    The definitive reference on trading systems, the book explains the tools and techniques of successful trading to help traders develop a program that meets their own unique needs. Presenting an analytical framework for comparing systematic methods and techniques, this new edition offers expanded coverage in nearly all areas, including trends, momentum, arbitrage, integration of fundamental statistics, and risk management. Comprehensive and in-depth, the book describes each technique and how it can be used to a trader's advantage, and shows similarities and variations that may serve as valuable alternatives. The book also walks readers through basic mathematical and statistical concepts of trading system design and methodology, such as how much data to use, how to create an index, risk measurements, and more. Packed with examples, this thoroughly revised and updated Fifth Edition covers more systems, more methods, and more risk analysis techniques than ever before. The ultimate guide to trading system design and methods, newly revised Includes expanded coverage of trading techniques, arbitrage, statistical tools, and risk management models Written by acclaimed expert Perry J. Kaufman Features spreadsheets and TradeStation programs for a more extensive and interactive learning experience Provides readers with access to a companion website loaded with supplemental materials Written by a global leader in the trading field, Trading Systems and Methods, Fifth Edition is the essential reference to trading system design and methods updated for a post-crisis trading environment.

    “You’re none of those things. Don’t let them control your mind and your actions.” “But if I’m not any of those things, then what am I?” “You are the witness. If you change your perspective and see these emotions for what they are, you are not them; you are human consciousness witnessing what comes into focus. You can let them take over or you can control your mind and your will. You let external elements influence your actions, or you take control of your emotions and can make decisions that take you where you want to go in life. It’s a choice and only you can make it.” New Trader sat quietly. That was deep. Join New Trader in the next installment of his trading journey. He's come a long way, but he still has much to learn from his mentor, Rich Trader. Learn more about entries and exits, trend following essentials, and risk management and psychology. Praise for the first edition of New Trader Rich Trader 2: As in all of Steve’s books, I am consistently amazed at how, despite his obvious mastery of our business, he can recall with intimate detail what it was like to make the full gamut of “New Trader” mistakes. “New Trader, Rich Trader 2” will have New Traders reaching for their highlighters, while Rich Traders smile knowingly at distant memories of painful missteps. Wherever you are in the journey from New to Rich Trader, this book is an indispensable tool filled with lots of “Aha” moments.  To Steve, congratulations on a job well done, and to all the New Traders reading this, pat yourself on the back for having found an indispensable aid in your journey from novice to pro. Richard L. Weissman, Professional Trader and Author of Trade Like a Casino

    The content of this book has been used successfully with students whose mathematics background consists of calculus and calculus-based probability. The text gives both precise statements of results, plausibility arguments, and even some proofs, but more importantly intuitive explanations developed and refine through classroom experience with this material are provided. The book includes a self-contained treatment of the probability theory needed for shastic calculus, including Brownian motion and its properties. Advanced topics include foreign exchange models, forward measures, and jump-diffusion processes.This book is being published in two volumes. This second volume develops shastic calculus, martingales, risk-neutral pricing, exotic options and term structure models, all in continuous time.Masters level students and researchers in mathematical finance and financial engineering will find this book useful.Steven E. Shreve is Co-Founder of the Carnegie Mellon MS Program in Computational Finance and winner of the Carnegie Mellon Doherty Prize for sustained contributions to education.

    Berkin and Larry E. Swedroe, co-authors of The Incredible Shrinking Alpha, bring you a thorough yet still jargon-free and accessible guide to applying one of today's most valuable quantitative, evidence-based approaches to outperforming the market: factor investing. Designed for savvy investors and professional advisors alike, Your Complete Guide to Factor-Based Investing: The Way Smart Money Invests Today takes you on a journey through the land of academic research and an extensive review of its 50-year quest to uncover the secret of successful investing.Along the way, Berkin and Swedroe cite and distill more than 100 academic papers on finance and introduce five unique criteria that a factor (at its most basic, a characteristic or set of characteristics common among a broad set of securities) must meet to be considered worthy of your investment. In addition to providing explanatory power to portfolio returns and delivering a premium, Swedroe and Berkin argue a factor should be persistent, pervasive, robust, investable and intuitive.By the end, you'll have learned that, within the entire "factor zoo," only certain exhibits are worth visiting and only a handful of factors are required to invest in the same manner that made Warren Buffett a legend.Your Complete Guide to Factor-Based Investing: The Way Smart Money Invests Today offers an in-depth look at the evidence practitioners use to build portfolios and how you as an investor can benefit from that knowledge, rendering it an essential resource for making the informed and prudent investment decisions necessary to help secure your financial future.

    Morris, Chief Technical Analyst and Chairman, Investment Committee of Stadion Money Management, LLC, and author of "Investing with the Trend""Dual Momentum Investing" details the author's own momentum investing method that combines U.S. stock, world stock, and aggregate bond indices--a formula proven to dramatically increase profits while lowering risk.Antonacci reveals how momentum investors could have achieved long-run returns nearly twice as high as the stock market over the past 40 years, while avoiding or minimizing bear market losses--and he provides the information and insight investors need to achieve such success going forward. His methodology is designed to pick up on major changes in relative strength and market trend.Gary Antonacci has over 30 years experience as an investment professional focusing on under exploited investment opportunities. In 1990, he founded Portfolio Management Consultants, which advises private and institutional investors on asset allocation, portfolio optimization, and advanced momentum strategies. He writes and runs the popular blog and website optimalmomentum.com. Antonacci earned his MBA at Harvard.

    Investors have flocked to dividend stocks in search of yield; however, fewer companies are paying out less in dividends due to legal, tax, and structural changes in the US markets. Dividend payments are only one use of a company’s free cash flow; other uses of cash include: share repurchases, debt paydown, reinvestment in the business, and mergers and acquisitions. Consequently, investors in the 21st century must look to all of the direct and indirect ways in which companies distribute their cash to shareholders, a metric commonly referred to as “Shareholder Yield”. In this book, we analyze portfolios based on the various cash flow metrics and find that portfolios of companies with high shareholder yields outperform both broad market indices and high dividend yield portfolios by a substantial margin.With all of the uncertainty in the markets today, Shareholder Yield helps the reader answer one of the most often asked question in investing today - "Where do I find yield"?-- Amazon.com

     They were preparing to compete in a poker tournament with million-dollar stakes, but those numbers meant nothing to them.  They were accustomed to risking billions.     At the card table that night was Peter Muller, an eccentric, whip-smart whiz kid who’d studied theoretical mathematics at Princeton and now managed a fabulously successful hedge fund called PDT…when he wasn’t playing his keyboard for morning commuters on the New York subway.  With him was Ken Griffin, who as an undergraduate trading convertible bonds out of his Harvard dorm room had outsmarted the Wall Street pros and made money in one of the worst bear markets of all time.  Now he was the tough-as-nails head of Citadel Investment Group, one of the most powerful money machines on earth. There too were Cliff Asness, the sharp-tongued, mercurial founder of the hedge fund AQR, a man as famous for his computer-smashing rages as for his brilliance, and Boaz Weinstein, chess life-master and king of the credit default swap, who while juggling $30 billion worth of positions for Deutsche Bank found time for frequent visits to Las Vegas with the famed MIT card-counting team.     On that night in 2006, these four men and their cohorts were the new kings of Wall Street.  Muller, Griffin, Asness, and Weinstein were among the best and brightest of a  new breed, the quants.  Over the prior twenty years, this species of math whiz --technocrats who make billions not with gut calls or fundamental analysis but with formulas and high-speed computers-- had usurped the testosterone-fueled, kill-or-be-killed risk-takers who’d long been the alpha males the world’s largest casino.  The quants believed that a dizzying, indecipherable-to-mere-mortals cocktail of differential calculus, quantum physics, and advanced geometry held the key to reaping riches from the financial markets.  And they helped create a digitized money-trading machine that could shift billions around the globe with the click of a mouse.     Few realized that night, though, that in creating this unprecedented machine, men like Muller, Griffin, Asness and Weinstein had sowed the seeds for history’s greatest financial disaster.     Drawing on unprecedented access to these four number-crunching titans, The Quants tells the inside story of what they thought and felt in the days and weeks when they helplessly watched much of their net worth vaporize – and wondered just how their mind-bending formulas and genius-level IQ’s had led them so wrong, so fast.  Had their years of success been dumb luck, fool’s gold, a good run that could come to an end on any given day?  What if The Truth they sought -- the secret of the markets -- wasn’t knowable? Worse, what if there wasn’t any Truth?   In The Quants, Scott Patterson tells the story not just of these men, but of Jim Simons, the reclusive founder of the most successful hedge fund in history; Aaron Brown, the quant who used his math skills to humiliate Wall Street’s old guard at their trademark game of Liar’s Poker, and years later found himself with a front-row seat to the rapid emergence of mortgage-backed securities; and gadflies and dissenters such as Paul Wilmott, Nassim Taleb, and Benoit Mandelbrot.     With the immediacy of today’s NASDAQ close and the timeless power of a Greek tragedy, The Quants is at once a masterpiece of explanatory journalism, a gripping tale of ambition and hubris…and an ominous warning about Wall Street’s future.

    Wealthy, powerful, and potentially dangerous, hedge fund moguls have become the It Boys of twenty-first ­century capitalism. Ken Griffin of Citadel started out trading convertible bonds from his dorm room at Harvard. Julian Robertson staffed his hedge fund with college athletes half his age, then he flew them to various retreats in the Rockies and raced them up the mountains. Paul Tudor Jones posed for a magazine photograph next to a killer shark and happily declared that a 1929-style crash would be "total rock-and-roll" for him. Michael Steinhardt was capable of reducing underlings to sobs. "All I want to do is kill myself," one said. "Can I watch?" Steinhardt responded. Finance professors have long argued that beating the market is impossible, and yet drawing on insights from physics, economics, and psychology, these titans have cracked the market's mysteries and gone on to earn fortunes. Their innovation has transformed the world, spawning new markets in exotic financial instruments and rewriting the rules of capitalism. More than just a history, More Money Than God is a window on tomorrow's financial system. Hedge funds have been left for dead after past financial panics: After the stock market rout of the early 1970s, after the bond market bloodbath of 1994, after the collapse of Long Term Capital Management in 1998, and yet again after the dot-com crash in 2000. Each time, hedge funds have proved to be survivors, and it would be wrong to bet against them now. Banks such as CitiGroup, brokers such as Bear Stearns and Lehman Brothers, home lenders such as Fannie Mae and Freddie Mac, insurers such as AIG, and money market funds run by giants such as Fidelity-all have failed or been bailed out. But the hedge fund industry has survived the test of 2008 far better than its rivals. The future of finance lies in the history of hedge funds.

    She details the emergence of the futures business as a kind of meeting place for gamblers and farmers and its subsequent transformation into a sophisticated electronic market where contracts are traded at lightning-fast speeds. Lambert also details the disastrous effects of Wall Street's adoption of the futures contract without the rules and close-knit social bonds that had made trading it in Chicago work so well. Ultimately Lambert argues that the futures markets are the real "free" markets and that speculators, far from being mere parasites, can serve a vital economic and social function given the right architecture. The traditional futures market, she explains, because of its written and cultural limits, can serve as a useful example for how markets ought to work and become a tonic for our current financial ills.