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famous cases of insider trading: The Billionaire's Apprentice Anita Raghavan, 2015-06-02 Just as WASPs, Irish-Catholics and Our Crowd Jews once made the ascent from immigrants to powerbrokers, it is now the Indian-American's turn. Citigroup, PepsiCo and Mastercard are just a handful of the Fortune 500 companies led by a group known as the Twice Blessed. Yet little is known about how these Indian emigres (and children of emigres) rose through the ranks. Until now... The collapse of the Galleon Group--a hedge fund that managed more than $7 billion in assets--from criminal charges of insider trading was a sensational case that pitted prosecutor Preet Bharara, himself the son of Indian immigrants, against the best and brightest of the South Asian business community. At the center of the case was self-described King of Kings, Galleon's founder Raj Rajaratnam, a Sri-Lankan-born, Wharton-educated billionaire. But the most shocking allegation was that the éminence grise of Indian business, Rajat Gupta, was Rajaratnam's accomplice and mole. If not for Gupta's nose-to-the-grindstone rise to head up McKinsey & Co and a position on the Goldman Sachs board, men like Rajaratnam would have never made it to the top of America's moneyed elite. Author Anita Raghavan criss-crosses the globe from Wall Street boardrooms to Delhi's Indian Institute of Technology as she uncovers the secrets of this subculture--an incredible tale of triumph, temptation and tragedy. |
famous cases of insider trading: Insider Trading and the Stock Market Henry G. Manne, 1966 |
famous cases of insider trading: Black Edge Sheelah Kolhatkar, 2017 The rise over the last two decades of a powerful new class of billionaire financiers marks a singular shift in the American economic and political landscape. Their vast reserves of concentrated wealth have allowed a small group of big winners to write their own rules of capitalism and public policy. How did we get here? ... Kolhatkar shows how Steve Cohen became one of the richest and most influential figures in finance--and what happened when the Justice Department put him in its crosshairs--Amazon.com. |
famous cases of insider trading: Den of Thieves James B. Stewart, 2012-11-20 A #1 bestseller from coast to coast, Den of Thieves tells the full story of the insider-trading scandal that nearly destroyed Wall Street, the men who pulled it off, and the chase that finally brought them to justice. Pulitzer Prize–winner James B. Stewart shows for the first time how four of the eighties’ biggest names on Wall Street—Michael Milken, Ivan Boesky, Martin Siegel, and Dennis Levine—created the greatest insider-trading ring in financial history and almost walked away with billions, until a team of downtrodden detectives triumphed over some of America’s most expensive lawyers to bring this powerful quartet to justice. Based on secret grand jury transcripts, interviews, and actual trading records, and containing explosive new revelations about Michael Milken and Ivan Boesky, Den of Thieves weaves all the facts into an unforgettable narrative—a portrait of human nature, big business, and crime of unparalleled proportions. |
famous cases of insider trading: Confessions of a Wall Street Insider Michael Kimelman, 2017-03-28 Although he was a suburban husband and father, living a far different life than the “Wolf of Wall Street,” Michael Kimelman had a good run as the cofounder of a hedge fund. He had left a cushy yet suffocating job at a law firm to try his hand at the high-risk life of a proprietary trader — and he did pretty well for himself. But it all came crashing down in the wee hours of November 5, 2009, when the Feds came to his door—almost taking the door off its hinges. While his wife and children were sequestered to a bedroom, Kimelman was marched off in embarrassment in view of his neighbors and TV crews who had been alerted in advance. He was arrested as part of a huge insider trading case, and while he was offered a “sweetheart” no-jail probation plea, he refused, maintaining his innocence. The lion’s share of Confessions of a Wall Street Insider was written while Kimelman was an inmate at Lewisburg Penitentiary. In nearly two years behind bars, he reflected on his experiences before incarceration—rubbing elbows and throwing back far too many cocktails with financial titans and major figures in sports and entertainment (including Leonardo DiCaprio, Alex Rodriguez, Ben Bernanke, and Alan Greenspan, to drop a few names); making and losing hundreds of thousands of dollars in daily gambles on the Street; getting involved with the wrong people, who eventually turned on him; realizing that none of that mattered in the end. As he writes: “Stripped of family, friends, time, and humanity, if there’s ever a place to give one pause, it’s prison . . . Tomorrow is promised to no one.” In Confessions of a Wall Street Insider, he reveals the triumphs, pains, and struggles, and how, in the end, it just might have made him a better person. Skyhorse Publishing, along with our Arcade, Good Books, Sports Publishing, and Yucca imprints, is proud to publish a broad range of biographies, autobiographies, and memoirs. Our list includes biographies on well-known historical figures like Benjamin Franklin, Nelson Mandela, and Alexander Graham Bell, as well as villains from history, such as Heinrich Himmler, John Wayne Gacy, and O. J. Simpson. We have also published survivor stories of World War II, memoirs about overcoming adversity, first-hand tales of adventure, and much more. While not every title we publish becomes a New York Times bestseller or a national bestseller, we are committed to books on subjects that are sometimes overlooked and to authors whose work might not otherwise find a home. |
famous cases of insider trading: An Inquiry Into the ImClone Cancer-drug Story United States. Congress. House. Committee on Energy and Commerce. Subcommittee on Oversight and Investigations, 2002 |
famous cases of insider trading: The Predators' Ball Connie Bruck, 2020-02-04 “Connie Bruck traces the rise of this empire with vivid metaphors and with a smooth command of high finance’s terminology.” —The New York Times “The Predators’ Ball is dirty dancing downtown.” —New York Newsday From bestselling author Connie Bruck, The Predators’ Ball dramatically captures American business history in the making, uncovering the philosophy of greed that dominated Wall Street in the 1980s. During the 1980s, Michael Milken at Drexel Burnham Lambert was the Billionaire Junk Bond King. He invented such things as “the highly confident letter” (“I’m highly confident that I can raise the money you need to buy company X”) and the “blind pool” (“Here’s a billion dollars: let us help you buy a company”), and he financed the biggest corporate raiders—men like Carl Icahn and Ronald Perelman. And then, on September 7, 1988, things changed... The Securities and Exchange Commission charged Milken and Drexel Burnham Lambert with insider trading and stock fraud. Waiting in the wings was the US District Attorney, who wanted to file criminal and racketeering charges. What motivated Milken in his drive for power and money? Did Drexel Burnham Lambert condone the breaking of laws? |
famous cases of insider trading: Martha Inc. Christopher Byron, 2015-03 This New York Times bestselling book chronicles the dramatic rise of Martha Stewart from Connecticut caterer to founder and CEO of a vast media empire. Stewart's story is part Horatio Alger success story and part Citizen Kane drama, reaching from the modest homes of Nutley, New Jersey, to the palatial estates of Long Island, from the suburban kitchens of Connecticut to the boardrooms of Wall Street. At each step of the way, Byron gets inside Martha's world, from her troubled working class upbringing to her years of peddling speculative stocks on Wall Street in the go-go sixties. Thereafter, Byron follows Martha through the ordeal of her failing marriage to the launch of her magazine. Finally, we accompany Martha in her triumphant and climactic return to Wall Street at century's end to sell stock in her company in an IPO that would make her a billionaire. Byron attends, through fly-on-the-wall sources, executive meetings with some of the most powerful individuals in American business to watch as they try to deal with a woman who emerged from nowhere to overpower them all. He eavesdrops as they bad-mouth her as she leaves the room, often with a fabulous deal in her hand. He watches as they discover, only too late, this former housewife outsmarts them at their own game. Martha, Inc., gets up-close-and-personal with the personality of Stewart, one of the most complex and driven people in the history of business. |
famous cases of insider trading: White-Collar and Financial Crimes Jennifer C. Noble, 2021-01-26 Examining a shocking array of fraud, corruption, theft, and embezzlement cases, this vivid collection reveals the practice of detecting, investigating, prosecuting, defending, and resolving white-collar crimes. Each chapter is a case study of an illustrative criminal case and draws on extensive public records around both obscure and high-profile crimes of the powerful, such as money laundering, mortgage fraud, public corruption, securities fraud, environmental crimes, and Ponzi schemes. Organized around a consistent analytic framework, each case tells a unique story and provides an engaging introduction to these complex crimes, while also introducing students to the practical aspects of investigation and prosecution of white-collar offenses. Jennifer C. Noble’s text takes students to the front lines of these vastly understudied crimes, preparing them for future practice and policy work. |
famous cases of insider trading: Insider Trading Sanctions Act of 1984 United States, 1984 |
famous cases of insider trading: Insider Trading and Market Manipulation Janet Austin, 2017-12-29 This book explores how the globalization of securities markets has affected market manipulation and insider trading. It delves into the responses of securities regulators, discussing new regulations designed to deter such misconduct, as well as they ways in which detection, investigation and prosecution techniques are adapting to tackle insider trading and market manipulation that crosses international boundaries. |
famous cases of insider trading: Research Handbook on Insider Trading Stephen M. Bainbridge, 2013-01-01 In most capital markets, insider trading is the most common violation of securities law. It is also the most well known, inspiring countless movie plots and attracting scholars with a broad range of backgrounds and interests, from pure legal doctrine to empirical analysis to complex economic theory. This volume brings together original cutting-edge research in these and other areas written by leading experts in insider trading law and economics. The Handbook begins with a section devoted to legal issues surrounding the USÕs ban on insider trading, which is one of the oldest and most energetically enforced in the world. Using this section as a foundation, contributors go on to discuss several specific court cases as well as important developments in empirical research on the subject. The Handbook concludes with a section devoted to international perspectives, providing insight into insider trading laws in China, Japan, Australia, New Zealand, the United Kingdom and the European Union. This timely and comprehensive volume will appeal to students and professors of law and economics, as well as scholars, researchers and practitioners with an interest in insider trading. |
famous cases of insider trading: Big Dirty Money Jennifer Taub, 2021-09-28 “Blood-boiling…with quippy analysis…Taub proposes straightforward fixes and ways everyday people can get involved in taking white-collar criminals to task.”—San Francisco Chronicle How ordinary Americans suffer when the rich and powerful use tax dodges or break the law to get richer and more powerful—and how we can stop it. There is an elite crime spree happening in America, and the privileged perps are getting away with it. Selling loose cigarettes on a city sidewalk can lead to a choke-hold arrest, and death, if you are not among the top 1%. But if you're rich and commit mail, wire, or bank fraud, embezzle pension funds, lie in court, obstruct justice, bribe a public official, launder money, or cheat on your taxes, you're likely to get off scot-free (or even win an election). When caught and convicted, such as for bribing their kids' way into college, high-class criminals make brief stops in minimum security Club Fed camps. Operate the scam from the executive suite of a giant corporation, and you can prosper with impunity. Consider Wells Fargo & Co. Pressured by management, employees at the bank opened more than three million bank and credit card accounts without customer consent, and charged late fees and penalties to account holders. When CEO John Stumpf resigned in shame, the board of directors granted him a $134 million golden parachute. This is not victimless crime. Big Dirty Money details the scandalously common and concrete ways that ordinary Americans suffer when the well-heeled use white collar crime to gain and sustain wealth, social status, and political influence. Profiteers caused the mortgage meltdown and the prescription opioid crisis, they've evaded taxes and deprived communities of public funds for education, public health, and infrastructure. Taub goes beyond the headlines (of which there is no shortage) to track how we got here (essentially a post-Enron failure of prosecutorial muscle, the growth of too big to jail syndrome, and a developing implicit immunity of the upper class) and pose solutions that can help catch and convict offenders. |
famous cases of insider trading: Learn to Earn Peter Lynch, John Rothchild, 2012-11-27 Mutual fund superstar Peter Lynch and author John Rothchild explain the basic principles of the stock market and business in an investing guide that will enlighten and entertain anyone who is high school age or older. Many investors, including some with substantial portfolios, have only the sketchiest idea of how the stock market works. The reason, say Lynch and Rothchild, is that the basics of investing—the fundamentals of our economic system and what they have to do with the stock market—aren’t taught in school. At a time when individuals have to make important decisions about saving for college and 401(k) retirement funds, this failure to provide a basic education in investing can have tragic consequences. For those who know what to look for, investment opportunities are everywhere. The average high school student is familiar with Nike, Reebok, McDonald’s, the Gap, and The Body Shop. Nearly every teenager in America drinks Coke or Pepsi, but only a very few own shares in either company or even understand how to buy them. Every student studies American history, but few realize that our country was settled by European colonists financed by public companies in England and Holland—and the basic principles behind public companies haven’t changed in more than three hundred years. In Learn to Earn, Lynch and Rothchild explain in a style accessible to anyone who is high school age or older how to read a stock table in the daily newspaper, how to understand a company annual report, and why everyone should pay attention to the stock market. They explain not only how to invest, but also how to think like an investor. |
famous cases of insider trading: Making Great Decisions in Business and Life David R. Henderson, Charles L. Hooper, 2006 The phrase work smarter, not harder has been repeatedly ridiculed in the Dilbert comic strip and elsewhere, not because it is a bad idea, but because it is thrown like a brick lifesaver to drowning employees. To tell someone to work smarter is like telling someone to be happier, healthier, and richer. It's not much help to merely repeat the objective; what people need is a plan for achieving the objective.In Making Great Decisions, we show our readers how to achieve their objectives. We write to help those in business and those in the business of life--i.e., everyone--to work smarter. Our ideas are both simple and powerful. We offer a better way to look at problems so that the solutions are easier to find. We help supplement our readers' clear thinking by summarizing some of the most powerful techniques we have discovered.Have you ever driven through corn country? From a distance, all you see are corn stalks and more corn stalks in a jumbled mess. Then suddenly, when you get closer, your perspective changes, and you can see down the rows and realize that the corn was planted perfectly in straight lines. Your perception of the crop changes from a messy jumble to a clear picture simply because you're in the right spot. This book puts readers in that ideal spot. So many problems seem like hopeless jumbles but then, when you start using the techniques we discuss here, they start to look as straightforward as the straightest line in an Iowa cornfield.What motivated us to write this book is that, over the years, both of us have regularly come across people in organizations--often bright people with MBAs or other graduate degrees--who don't think they have time, energy, or skills to make good decisions. They have many clues but don't know how to put them together. They regularly face situations that they could analyze with some of the tools they learned in their courses, but they don't realize that. We don't hold ourselves apart from this group, and stories of our successes and failures are sprinkled throughout Making Great Decisions in Business and Life. |
famous cases of insider trading: Throw Them All Out Peter Schweizer, 2011 Schweizer, a research fellow at the Hoover Institution at Stanford University, discusses the state of government and the depths of its political corruption. |
famous cases of insider trading: Investigation of Failure of the SEC to Uncover Bernard Madoff's Ponzi Scheme H. David Kotz, 2010-03 Contents: (1) Results of the Invest.; (2) SEC Review of 2000 and 2001 Markopolos Complaints: (3) SEC 2004 OCIE Cause Exam. of Madoff; (4) SEC 2005 NERO Exam. of Madoff; (5) SEC 2006 Invest. of Markopolos Complaint; (6) Effect of Madoff¿s Stature and Reputation on SEC Exam.; (7) Allegations of Conflict of Interest from the Relationship between Eric Swanson and Shana Madoff; (8) Private Entities¿ Due Diligence Efforts Revealed Suspicious Activity about Madoff¿s Operations; (9) Potential Investors Relied upon the Fact That the SEC had Examined and Investigated Madoff in Making Decisions to Invest with Him; (10) Additional Complaints Received by the SEC re: Madoff; (11) Additional Exam. and Inspect. of Madoff¿s Firms by the SEC. |
famous cases of insider trading: The Immigrant Superpower Tim Kane, 2021-08-16 In The Immigrant Superpower, Tim Kane argues that immigration has long been a source of American strength and that exceptional immigrants have been crucial to American exceptionalism. Deftly combining stories of immigrants who have contributed to the American experience with analysis of the effects of immigration on wages and unemployment, Kane's impassioned view of how immigration has made America great stands in contrast to the broken and dysfunctional debate about immigration. |
famous cases of insider trading: Ill-Gotten Gains Leo Katz, 1996 Ultimately, Katz argues, the law, as well as our conscience, is surprisingly uninterested in final outcomes and astonishingly sensitive to how we get there, which is why sins of commission are so much more weighty than sins of omission. |
famous cases of insider trading: The Iconic Cases in Corporate Law Jonathan R. Macey, 2008 Iconic Cases in Corporate Law gathers together in one book the most important (iconic) cases in U.S. corporate law. Each chapter features one case, or a pair or trilogy of closely related cases that represents the classic, representative and historically important cases in various areas of corporate law. These are the classic cases with which every student and practitioner of corporate law should be familiar. It seems appropriate that important research and new insights about these cases be brought together. Read from cover-to-cover the book provides a very useful introduction into U.S. corporate law. Each chapter also can be read individually in order to provide new insights, not only about particular cases but also about whole bodies of law including insider trading, shareholder voting, fiduciary duties and the business judgment rule. |
famous cases of insider trading: Tangled Webs James B. Stewart, 2011-04-19 Bestselling author James B. Stewart's newsbreaking investigation of our era's most high-profile perjurers, revealing the alarming extent of this national epidemic. Our system of justice rests on a simple proposition: that witnesses will raise their hands and tell the truth. In Tangled Webs, James B. Stewart reveals in vivid detail the consequences of the perjury epidemic that has swept our country, undermining the very foundation of our courts. With many prosecutors, investigators, and participants speaking for the first time, Tangled Webs goes behind the scene of the trials of media and homemaking entrepreneur Martha Stewart; top White House political adviser Lewis Scooter Libby; home-run king Barry Bonds; and Wall Street money manager Bernard Madoff. The saga of Martha Stewart's conviction captured the nation, but until now no one has answered the most basic question: Why would Stewart risk prison, put her entire empire in jeopardy, and lie repeatedly to government investigators to save a few hundred thousand dollars in stock gains? Moreover, how exactly was the notoriously meticulous Stewart brought down? Drawing on the accounts of then-deputy attorney general James Comey and U.S. Attorney Patrick Fitzgerald, Stewart sheds new light on the Libby investigation, making clear how far into the White House the Valerie Plame CIA scandal extended, and why Libby took the fall. In San Francisco, Giants home-run king Barry Bonds faces trial due to his testimony before a grand jury investigating the use of illegal steroids in sports. Bonds was warned explicitly that the only crime he faced was perjury. Stewart unlocks the story behind the mounting evidence that he nonetheless lied under oath. Bernie Madoff's Ponzi scheme is infamous, but less well known is how he eluded detection for so long in the face of repeated investigations. Of the four he is the only one who has admitted to lying. The perjury outbreak is symptomatic of a broader breakdown of ethics in American life. It isn't just the judicial system that relies on an honor code: Academia, business, medicine, and government all depend on it. Tangled Webs explores the age-old tensions between greed and justice, self-interest and public interest, loyalty and duty. At a time when Americans seem hungry for moral leadership and clarity, Tangled Webs reaffirms the importance of truth. |
famous cases of insider trading: The Chickenshit Club Jesse Eisinger, 2017-07-11 Winner of the 2018 Excellence in Financial Journalism Award From Pulitzer Prize–winning journalist Jesse Eisinger, “a fast moving, fly-on-the-wall, disheartening look at the deterioration of the Justice Department and the Securities and Exchange Commission…It is a book of superheroes” (San Francisco Review of Books). Why were no bankers put in prison after the financial crisis of 2008? Why do CEOs seem to commit wrongdoing with impunity? The problem goes beyond banks deemed “Too Big to Fail” to almost every large corporation in America—to pharmaceutical companies and auto manufacturers and beyond. The Chickenshit Club—an inside reference to prosecutors too scared of failure and too daunted by legal impediments to do their jobs—explains why in “an absorbing financial history, a monumental work of journalism…a first-rate study of the federal bureaucracy” (Bloomberg Businessweek). Jesse Eisinger begins the story in the 1970s, when the government pioneered the notion that top corporate executives, not just seedy crooks, could commit heinous crimes and go to prison. He brings us to trading desks on Wall Street, to corporate boardrooms and the offices of prosecutors and FBI agents. These revealing looks provide context for the evolution of the Justice Department’s approach to pursuing corporate criminals through the early 2000s and into the Justice Department of today, including the prosecutorial fiascos, corporate lobbying, trial losses, and culture shifts that have stripped the government of the will and ability to prosecute top corporate executives. “Brave and elegant…a fearless reporter…Eisinger’s important and profound book takes no prisoners” (The Washington Post). Exposing one of the most important scandals of our time, The Chickenshit Club provides a clear, detailed explanation as to how our Justice Department has come to avoid, bungle, and mismanage the fight to bring these alleged criminals to justice. “This book is a wakeup call…a chilling read, and a needed one” (NPR.org). |
famous cases of insider trading: Speculation Stuart Banner, 2017 What is the difference between a gambler and a speculator? Is there a readily identifiable line separating the two? If so, is it possible for us to discourage the former while encouraging the latter? These difficult questions cut across the entirety of American economic history, and the periodic failures by regulators to differentiate between irresponsible gambling and clear-headed investing have often been the proximate causes of catastrophic economic downturns. Most recently, the blurring of speculation and gambling in U.S. real estate markets fueled the 2008 global financial crisis, but it is one in a long line of similar economic disasters going back to the nation's founding. In Speculation, author Stuart Banner provides a sweeping and story-rich history of how the murky lines separating investment, speculation, and outright gambling have shaped America from the 1790s to the present. Regulators and courts always struggled to draw a line between investment and gambling, and it is no easier now than it was two centuries ago. Advocates for risky investments have long argued that risk-taking is what defines America. Critics counter that unregulated speculation results in bubbles that always draw in the least informed investors-gamblers, essentially. Financial chaos is the result. The debate has been a perennial feature of American history, with the pattern repeating before and after every financial downturn since the 1790s. The Panic of 1837, the speculative boom of the roaring twenties, and the real estate bubble of the early 2000s are all emblematic of the difficulty in differentiating sober from reckless speculation. Even after the recent financial crisis, the debate continues. Some, chastened by the crash, argue that we need to prohibit certain risky transactions, but others respond by citing the benefits of loosely governed markets and the dangers of over-regulation. These episodes have generated deep ambivalence, yet Americans' faith in investment and - by extension - the stock market has always rebounded quickly after even the most savage downturns. Indeed, the speculator on the make is a central figure in the folklore of American capitalism. Engaging and accessible, Speculation synthesizes a suite of themes that sit at the heart of American history - the ability of courts and regulators to protect ordinary Americans from the ravages of capitalism; the periodic fallibility of the American economy; and - not least - the moral conundrum inherent in valuing those who produce goods over those who speculate, and yet enjoying the fruits of speculation. Banner's history is not only invaluable for understanding the fault lines beneath the American economy today, but American identity itself. |
famous cases of insider trading: Securities Market Issues for the 21st Century Merritt B. Fox, 2018 |
famous cases of insider trading: Mind Without Fear Rajat Gupta, 2019-03-24 “A propulsive narrative filled with boldfaced names from business and politics. At times, it is a dishy score settler.”—The New York Times For nine years, Rajat Gupta led McKinsey & Co.—the first foreign-born person to head the world’s most influential management consultancy. He was also the driving force behind major initiatives such as the Indian School of Business and the Public Health Foundation of India. A globally respected figure, he sat on the boards of distinguished philanthropic institutions such as the Gates Foundation and the Global Fund to Fight AIDS, Tuberculosis and Malaria, and corporations, including Goldman Sachs, American Airlines, and Procter & Gamble. In 2011, to the shock of the international business community, Gupta was arrested and charged with insider trading. Against the backdrop of public rage and recrimination that followed the financial crisis, he was found guilty and sentenced to two years in jail. Throughout his trial and imprisonment, Gupta has fought the charges and maintains his innocence to this day. In these pages, Gupta recalls his unlikely rise from orphan to immigrant to international icon as well as his dramatic fall from grace. He writes movingly about his childhood losses, reflects on the challenges he faced as a student and young executive in the United States, and offers a rare inside glimpse into the elite and secretive culture of McKinsey, “the Firm.” And for the first time, he tells his side of the story in the scandal that destroyed his career and reputation. Candid, compelling, and poignant, Gupta’s memoir is much more than a courtroom drama; it is an extraordinary tale of human resilience and personal growth. |
famous cases of insider trading: Machine Learning for Algorithmic Trading Stefan Jansen, 2020-07-31 Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development process to apply predictive modeling to trading decisionsLeverage NLP and deep learning to extract tradeable signals from market and alternative dataBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance. What you will learnLeverage market, fundamental, and alternative text and image dataResearch and evaluate alpha factors using statistics, Alphalens, and SHAP valuesImplement machine learning techniques to solve investment and trading problemsBacktest and evaluate trading strategies based on machine learning using Zipline and BacktraderOptimize portfolio risk and performance analysis using pandas, NumPy, and pyfolioCreate a pairs trading strategy based on cointegration for US equities and ETFsTrain a gradient boosting model to predict intraday returns using AlgoSeek's high-quality trades and quotes dataWho this book is for If you are a data analyst, data scientist, Python developer, investment analyst, or portfolio manager interested in getting hands-on machine learning knowledge for trading, this book is for you. This book is for you if you want to learn how to extract value from a diverse set of data sources using machine learning to design your own systematic trading strategies. Some understanding of Python and machine learning techniques is required. |
famous cases of insider trading: The Insider's Dossier Andrew Packer, 2014-04-22 The Insider's Dossier will seamlessly guide you through investing alongside those most in-the-know professionals, debunking the widespread myth that insider trading is illegal. Not only is it legal when following proper protocol, but author Andrew Packer helps you to decode the Wall Street lingo, so that even the novice could easily follow corporate insiders for returns that significantly outperform the market year over year. In easy-to-understand terms, Packer describes: The difference between legal and illegal insider trading How to evaluate insider activity in order to optimize your investment advantage The key to swiftly decoding SEC filing forms for the latest insider activity Understanding and utilizing web-based technical analysis tool How to separate key insiders from the average corporate investor Investing beyond simple trades, clearly and concisely explaining the ins and outs of options trading, and much more. . . |
famous cases of insider trading: The New Stock Market Merritt B. Fox, Lawrence Glosten, Gabriel Rauterberg, 2019-01-08 The U.S. stock market has been transformed over the last twenty-five years. Once a market in which human beings traded at human speeds, it is now an electronic market pervaded by algorithmic trading, conducted at speeds nearing that of light. High-frequency traders participate in a large portion of all transactions, and a significant minority of all trade occurs on alternative trading systems known as “dark pools.” These developments have been widely criticized, but there is no consensus on the best regulatory response to these dramatic changes. The New Stock Market offers a comprehensive new look at how these markets work, how they fail, and how they should be regulated. Merritt B. Fox, Lawrence R. Glosten, and Gabriel V. Rauterberg describe stock markets’ institutions and regulatory architecture. They draw on the informational paradigm of microstructure economics to highlight the crucial role of information asymmetries and adverse selection in explaining market behavior, while examining a wide variety of developments in market practices and participants. The result is a compelling account of the stock market’s regulatory framework, fundamental institutions, and economic dynamics, combined with an assessment of its various controversies. The New Stock Market covers a wide range of issues including the practices of high-frequency traders, insider trading, manipulation, short selling, broker-dealer practices, and trading venue fees and rebates. The book illuminates both the existing regulatory structure of our equity trading markets and how we can improve it. |
famous cases of insider trading: Firing Back Jeffrey A. Sonnenfeld, Andrew Ward, 2007-01-01 Sonnenfeld and Ward show how to rise Phoenix-like from the ashes. Their account of the psychological and behavioral foundations of that important qualityresilienceis important reading for everyone who will ever face a reversal of fortune.Jeffrey Pfeffer, Thomas D. Dee II Professor of Organizational Behavior, Graduate School of Business, Stanford University Is it possible to rescue your career and restore your reputation after a major professional setback? In an age rife with press accounts of disgraced CEOs, politicians, and celebritiesas well as courageous but beleaguered whistleblowers and victims of rivals or envious colleagues and bossesthis question has grown more important than ever. In Firing Back, Jeffrey Sonnenfeld and Andrew Ward answer the question with a resounding Yes. They go on to lay out a practical and an important five-step process for actually recovering from setbacks. Following these steps will help guide you through the difficult circumstances, rebuild your reputation, and chart a new future. The authors also explore strategies for surmounting common barriers to career recovery, including tricky corporate cultures and psychological stresses. Anchored in decades of research and scholarly studies across multiple fields, this book is packed with engrossing stories and first-hand accounts from humbled but restored CEOs and executives from firms as diverse as General Electric, The Home Depot, Morgan Stanley, Apple, Staples, and Hewlett-Packard. Firing Back offers a clear plan for anyone who needs to recover from a career setback and reclaim lost prestige and reputationwhether the setback stemmed from his own actions or forces outside her control. |
famous cases of insider trading: Reminiscences of a Stock Operator (Harriman Definitive Editions) Edwin Lefevre, 2017-02-13 |
famous cases of insider trading: Financial Oversight of Enron United States. Congress. Senate. Committee on Governmental Affairs, 2002 |
famous cases of insider trading: The Little Black Book of Scams Industry Canada, Competition Bureau Canada, 2014-03-10 The Canadian edition of The Little Black Book of Scams is a compact and easy to use reference guide filled with information Canadians can use to protect themselves against a variety of common scams. It debunks common myths about scams, provides contact information for reporting a scam to the correct authority, and offers a step-by-step guide for scam victims to reduce their losses and avoid becoming repeat victims. Consumers and businesses can consult The Little Black Book of Scams to avoid falling victim to social media and mobile phone scams, fake charities and lotteries, dating and romance scams, and many other schemes used to defraud Canadians of their money and personal information. |
famous cases of insider trading: The Man Who Solved the Market Gregory Zuckerman, 2019-11-05 NEW YORK TIMES BESTSELLER Shortlisted for the Financial Times/McKinsey Business Book of the Year Award The unbelievable story of a secretive mathematician who pioneered the era of the algorithm--and made $23 billion doing it. Jim Simons is the greatest money maker in modern financial history. No other investor--Warren Buffett, Peter Lynch, Ray Dalio, Steve Cohen, or George Soros--can touch his record. Since 1988, Renaissance's signature Medallion fund has generated average annual returns of 66 percent. The firm has earned profits of more than $100 billion; Simons is worth twenty-three billion dollars. Drawing on unprecedented access to Simons and dozens of current and former employees, Zuckerman, a veteran Wall Street Journal investigative reporter, tells the gripping story of how a world-class mathematician and former code breaker mastered the market. Simons pioneered a data-driven, algorithmic approach that's sweeping the world. As Renaissance became a market force, its executives began influencing the world beyond finance. Simons became a major figure in scientific research, education, and liberal politics. Senior executive Robert Mercer is more responsible than anyone else for the Trump presidency, placing Steve Bannon in the campaign and funding Trump's victorious 2016 effort. Mercer also impacted the campaign behind Brexit. The Man Who Solved the Market is a portrait of a modern-day Midas who remade markets in his own image, but failed to anticipate how his success would impact his firm and his country. It's also a story of what Simons's revolution means for the rest of us. |
famous cases of insider trading: The Little Book of Trading Michael W. Covel, 2011-08-09 How to get past the crisis and make the market work for you again The last decade has left people terrified of even the safest investment opportunities. This fear is not helping would-be investors who could be making money if they had a solid plan. The Little Book of Trading teaches the average person rules and philosophies that winners use to beat the market, regardless of the financial climate. The market has always fluctuated, but savvy traders know how to make money in good times and bad. Drawing on author Michael Covel's own trading experience, as well as insights from legendary traders, the book offers sound, practical advice in an easy to understand, readily digestible way. The Little Book of Trading: Identifies tools, concepts, psychologies, and philosophies that keep people protected and making money when the next market bubble or surprise crisis occurs Features top traders in each chapter that have beaten the market for decades, providing readers with their moneymaking knowledge Shows how traders who beat mutual fund performance make money at different times, not just from stocks alone Most importantly, The Little Book of Trading explains why mutual funds should not be the investment vehicle of choice for people looking to secure retirement, a radical realization highlighting the changed face of investing today. |
famous cases of insider trading: The King of the Alley Robert Francis Jones, 1992 Jones offers a full study of the career of late-18th century entrepreneur William Duer, a member of the New York State Convention and the Continental Congress, and assistant to the Secretary of the Treasury when the Federal government was organized. Duer had a role in all the significant changes that occurred during the revolutionary period. |
famous cases of insider trading: Capital Offenses: Business Crime and Punishment in America's Corporate Age Samuel W. Buell, 2016-08-16 From the lead prosecutor on the Enron investigation, an eye-opening examination of the explosion of American white-collar crime. If “corporations are people too,” why isn’t anyone in jail? A serious defect in a GM car causes accidents; Enron scams investors out of their money; banks bet on the housing market crash and win. In the race to maximize profits, corporations can behave in ways that are morally outrageous but technically legal. In Capital Offenses, Samuel Buell draws on the unique pairing of his expertise as a Duke University law professor and his personal experience leading the investigation into Enron—the biggest white-collar crime case in U.S. history—to present an in-depth examination of business crime today At the heart of it sits the limited liability corporation, simultaneously the bedrock of American prosperity and the reason that white-collar crime is difficult to prosecute—a brilliant legal innovation that, in its modern form, can seem impossible to regulate or even manage. By shielding employees from legal responsibility, the corporation encourages the risk-taking that drives economic growth. But its special legal status and its ever-expanding scale place daunting barriers in the way of federal and local investigators. Detailing the complex legal frameworks that govern both corporations and the people who carry out their missions, Buell shows that deciphering business crime is rarely black or white. In lucid, thought-provoking prose, he illuminates the depths of the legal issues at stake—delving into fraudulent practices like Ponzi schemes, bad accounting, insider trading, and the art of “loopholing”—showing how every major case and each problem of law further exposes the ambivalence and instability at the core of America’s relationship with its corporations. An expert in criminal law, Buell masterfully examines the limits of too permissive or overzealous prosecution of business crimes. Capital Offenses invites us to take a fresh look at our legal framework and learn how it can be used to effectively discipline corporations for wrongdoing, without dismantling the corporation. |
famous cases of insider trading: Insider Trading Paul U. Ali, Greg N. Gregoriou, 2008-08-22 Insider trading has long been considered an endemic feature of the world's financial markets. It is unsurprising that the recent growth in mergers and acquisitions worldwide has been accompanied by a growth in insider trading, on a scale not witnessed since the 1980's takeovers boom. Insider Trading: Global Developments and Analysis brings together the latest law and finance research on insider trading. It provides expert coverage on the established US, European, and Asia-Pacific securities markets, as well as the key emerging markets of Brazil and the greater China region. Providing high interest and up-to-date content, the book features several recent cases, including that of Martha Stewart. |
famous cases of insider trading: I Catch Killers Gary Jubelin, 2020-08-01 THE #1 TRUE CRIME BESTSELLER. Serial killings, child abductions, organised crime hits and domestic murders. This is the memoir of a homicide detective. WINNER OF 2021 DANGER PRIZE FOR NON-FICTION Here I am: tall and broad, shaved head, had my nose broken three times fighting. Black suit, white shirt, the big city homicide detective. I've led investigations into serial killings, child abductions, organised crime hits and domestic murders. But beneath the suit, I've got an Om symbol in the shape of a Buddha tattooed on my right bicep. It balances the tattoo on my left ribs: Better to die on your feet than live on your knees. That's how I choose to live my life. As a cop, I got paid to catch killers and I learned what doing it can cost you. It cost me marriages and friendships. It cost me my reputation. They tell you not to let a case get personal, but I think it has to. Each one has taken a piece out of me and added a piece, until there's only pieces. I catch killers - it's what I do. It's who I am. Gary Jubelin was one of Australia's most celebrated detectives, leading investigations into the disappearance of preschooler William Tyrrell, the serial killing of three Aboriginal children in Bowraville and the brutal gangland murder of Terry Falconer. During his 34-year career, Detective Chief Inspector Jubelin also ran the crime scene following the Lindt Cafe siege, investigated the death of Caroline Byrne and recovered the body of Matthew Leveson. Jubelin retired from the force in 2019. This is his story. |
famous cases of insider trading: A Random Walk Down Wall Street: The Time-Tested Strategy for Successful Investing (Ninth Edition) Burton G. Malkiel, 2007-12-17 Updated with a new chapter that draws on behavioral finance, the field that studies the psychology of investment decisions, the bestselling guide to investing evaluates the full range of financial opportunities. |
famous cases of insider trading: Stock Market Efficiency, Insider Dealing and Market Abuse Mr Paul Barnes, 2012-09-28 The recent turbulence in the stock market has brought into question the way, and prices at which, shares are traded, and how the market effectively values companies. It has also raised public concern as to the way by which dealers and investors take advantage of changes in market prices. A number of high profile criminal prosecutions of insider dealing and market abuse and the frequent claims of other instances, combined with the changes in regulations resulting in a more aggressive and proactive stance by the various regulators, have brought the issue under the spotlight. This book discusses what makes stock market efficiency so important for the economy, looks at the theory and issues that underpin market abuse and why an offence often dismissed as a victimless crime is punished so severely. It explores the impact of perception and other factors that distort the market and outlines the extent of abuse. Regulators, lawyers, company officials, investigators, professional advisers and of course investors, both professional and otherwise will find this a helpful guide to the underlying elements of fraud and market manipulation. |
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