محصولات
The science of algorithmic trading and portfolio management - Original PDF
The science of algorithmic trading and portfolio management - Original PDF
نویسندگان: Kissell, Robert خلاصه: Algorithmic trading represents the computerized executions of financial instruments. Algorithms trade stocks, bonds, currencies, and a plethora of financial derivatives. Algorithms are also fundamental to investment strategies and trading goals. The new era of trading provides investors with more efficient executions while lowering transaction costs—the result, improved portfolio performance. Algorithmic trading has been referred to as “automated,” “black box” and “robo” trading. Trading via algorithms requires investors to first specify their investing and/or trading goals in terms of mathematical instructions. Dependent upon investors’ needs, customized instructions range from simple to highly sophisticated. After instructions are specified, computers implement those trades following the prescribed instructions.
Building Winning Algorithmic Trading Systems, + Website: A Trader’s Journey from Data Mining to Monte Carlo Simulation to Live Trading - Original PDF
Building Winning Algorithmic Trading Systems, + Website: A Trader’s Journey from Data Mining to Monte Carlo Simulation to Live Trading - Original PDF
نویسندگان: Kevin J. Davey خلاصه: Develop your own trading system with practical guidance and expert adviceInBuilding Algorithmic Trading Systems: A Trader's Journey From Data Mining to Monte Carlo Simulation to Live Training, award-winning trader Kevin Davey shares his secrets for developing trading systems that generate triple-digit returns. With both explanation and demonstration, Davey guides you step-by-step through the entire process of generating and validating an idea, setting entry and exit points, testing systems, and implementing them in live trading. You'll find concrete rules for increasing or decreasing allocation to a system, and rules for when to abandon one. The companion website includes Davey's own Monte Carlo simulator and other tools that will enable you to automate and test your own trading ideas. A purely discretionary approach to trading generally breaks down over the long haul. With market data and statistics easily available, traders are increasingly opting to employ an automated or algorithmic trading system--enough that algorithmic trades now account for the bulk of stock trading volume.Building Algorithmic Trading Systemsteaches you how to develop your own systems with an eye toward market fluctuations and the impermanence of even the most effective algorithm. Learn the systems that generated triple-digit returns in the World Cup Trading Championship Develop an algorithmic approach for any trading idea using off-the-shelf software or popular platforms Test your new system using historical and current market data Mine market data for statistical tendencies that may form the basis of a new system Market patterns change, and so do system results. Past performance isn't a guarantee of future success, so the key is to continually develop new systems and adjust established systems in response to evolving statistical tendencies. For individual traders looking for the next leap forward,Building Algorithmic Trading Systemsprovides expert guidance and practical advice.
Option Volatility and Pricing: Advanced Trading Strategies and Techniques - Original PDF
Option Volatility and Pricing: Advanced Trading Strategies and Techniques - Original PDF
نویسندگان: Sheldon Natenberg خلاصه: WHAT EVERY OPTION TRADER NEEDS TO KNOW. THE ONE BOOK EVERY TRADER SHOULD OWN. The bestselling Option Volatility & Pricing has made Sheldon Natenberg a widely recognized authority in the option industry. At firms around the world, the text is often the first book that new professional traders are given to learn the trading strategies and risk management techniques required for success in option markets. Now, in this revised, updated, and expanded second edition, this thirty-year trading professional presents the most comprehensive guide to advanced trading strategies and techniques now in print. Covering a wide range of topics as diverse and exciting as the market itself, this text enables both new and experienced traders to delve in detail into the many aspects of option markets, including: The foundations of option theory Dynamic hedging Volatility and directional trading strategies Risk analysis Position management Stock index futures and options Volatility contracts Clear, concise, and comprehensive, the second edition of Option Volatility & Pricing is sure to be an important addition to every option trader's library--as invaluable as Natenberg's acclaimed seminars at the world's largest derivatives exchanges and trading firms. You'll learn how professional option traders approach the market, including the trading strategies and risk management techniques necessary for success. You'll gain a fuller understanding of how theoretical pricing models work. And, best of all, you'll learn how to apply the principles of option evaluation to create strategies that, given a trader's assessment of market conditions and trends, have the greatest chance of success. Option trading is both a science and an art. This book shows how to apply both to maximum effect.
Networks and Trans-Cultural Exchange: Slave Trading in the South Atlantic, 1590-1867 - Original PDF
Networks and Trans-Cultural Exchange: Slave Trading in the South Atlantic, 1590-1867 - Original PDF
نویسندگان: David Richardson, Filipa Ribeiro Da Silva خلاصه: Winner of the 2015 Choice Outstanding Academic Title Award Studies of the South Atlantic commercial world typically focus on connections between Angola and Brazil, and specifically on the flows of enslaved Africans from Luanda and the relations between Portuguese-Brazilian traders and other agents and their local African and mulatto trading partners. While reaffirming the centrality of slaving activities and of the networks that underpinned them, this collection of new essays shows that there were major Portuguese-Brazilian slave-trading activities in the South Atlantic outside Luanda as well as the Angolan-Brazil axes upon which historians usually focus. In drawing attention to these aspects of the South Atlantic commercial world, we are reminded that this was a world of change and also one in which Portuguese-Brazilian traders were unable to sustain in the face of competition from northern European rivals the dominant position in slave trading in Atlantic Africa that they had first established in the sixteenth century.
Trading Thalesians: What the Ancient World Can Teach Us About Trading Today - Original PDF
Trading Thalesians: What the Ancient World Can Teach Us About Trading Today - Original PDF
نویسندگان: Saeed Amen (auth.) خلاصه: Financial markets had been teetering for just over a year. It all started during the summer of 2007, when the first signs of a credit crunch had emerged. Traders had begun to air concerns about the US subprime mortgage market. All it needed was a trigger to evolve from nervousness to a full-blown crisis. The bankruptcy of Lehman Brothers, one of the largest US investment banks, in September 2008 proved to be the ominous spark that lit the flames of turmoil as though the market were covered in glistening gasoline
Computational Intelligence Techniques for Trading and Investment - Original PDF
Computational Intelligence Techniques for Trading and Investment - Original PDF
نویسندگان: Christian Dunis, Spiros Likothanassis, Andreas Karathanasopoulos, Georgios Sermpinis, Konstantinos Theofilatos خلاصه: Computational intelligence, a sub-branch of artificial intelligence, is a field which draws on the natural world and adaptive mechanisms in order to study behaviour in changing complex environments. This book provides an interdisciplinary view of current technological advances and challenges concerning the application of computational intelligence techniques to financial time-series forecasting, trading and investment. The book is divided into five parts. The first part introduces the most important computational intelligence and financial trading concepts, while also presenting the most important methodologies from these different domains. The second part is devoted to the application of traditional computational intelligence techniques to the fields of financial forecasting and trading, and the third part explores the applications of artificial neural networks in these domains. The fourth part delves into novel evolutionary-based hybrid methodologies for trading and portfolio management, while the fifth part presents the applications of advanced computational intelligence modelling techniques in financial forecasting and trading. This volume will be useful for graduate and postgraduate students of finance, computational finance, financial engineering and computer science. Practitioners, traders and financial analysts will also benefit from this book.
Trade Mindfully: Achieve Your Optimum Trading Performance with Mindfulness and "Cutting Edge" Psychology - Original PDF
Trade Mindfully: Achieve Your Optimum Trading Performance with Mindfulness and "Cutting Edge" Psychology - Original PDF
نویسندگان: Gary Dayton خلاصه: Overcome psychological obstacles to increase trading success Successful traders need to be well-versed and skilled in a wide range of business and economic areas. But now, in addition to effective trading strategies and sound money management techniques, traders need to possess the know-how to handle the mental and emotional challenges of working in a highly volatile environment. Excellence in Trading is a unique resource that applies cutting-edge psychological techniques to trading skills, allowing readers to improve their mental outlooks and maximize the potential of their trading strategies. This book draws upon recent psychological research in behaviorism to teach new approaches that call for better focus, more confidence, and more positive perspectives and outcomes. One of the key concepts covered in the book is mindfulness, a state of mind traditionally touted in the East for its ability to reduce stress and increase perspective, useful qualities for traders looking to rise above emotional obstacles and the poor results they cause. The author also discusses the importance of High Value Trading Actions (HVAs), specific actions that are under a trader's control. With this guide, trading professionals will be able to form solid strategies based on a combination of these notions and practices, leading to higher levels of trading performance. Applies sound psychological practice and evidence-based research to the trading profession Covers the psychological perspectives and mental skills needed to succeed in today's trading world Focuses on key concepts that lead to deliberate practice, specific trading activities, and increased awareness and focus Designed to help traders deal with the emotional challenges that come with uncertainty and risk Excellence in Trading touches on the most essential concepts for anyone intrigued by what trading psychology has to offer, and delivers the best strategies for achieving the right mental skills for peak performance.
Learn Python Programming 2nd edition - Original PDF
Learn Python Programming 2nd edition - Original PDF
نویسندگان:  Fabrizio Romano خلاصه: Learn the fundamentals of Python (3.7) and how to apply it to data science, programming, and web development. Fully updated to include hands-on tutorials and projects. Key Features Learn the fundamentals of Python programming with interactive projects Apply Python to data science with tools such as IPython and Jupyter Utilize Python for web development and build a real-world app using Django
Fluent Python 2nd edition - Original PDF
Fluent Python 2nd edition - Original PDF
نویسندگان: Luciano Ramalho خلاصه: Don't waste time bending Python to fit patterns you've learned in other languages. Python's simplicity lets you become productive quickly, but often this means you aren't using everything the language has to offer. With the updated edition of this hands-on guide, you'll learn how to write effective, modern Python 3 code by leveraging its best ideas. Discover and apply idiomatic Python 3 features beyond your past experience. Author Luciano Ramalho guides you through Python's core language features and libraries and teaches you how to make your code shorter, faster, and more readable.
Risk Management in Trading: Techniques to Drive Profitability of Hedge Funds and Trading Desks - Original PDF
Risk Management in Trading: Techniques to Drive Profitability of Hedge Funds and Trading Desks - Original PDF
نویسندگان: Davis Edwards خلاصه: A comprehensive resource for understanding how to minimize risk and increase profits In this accessible resource, Wall Street trader and quantitative analyst Davis W. Edwards offers a definitive guide for nonprofessionals which describes the techniques and strategies seasoned traders use when making decisions. Risk Management in Trading includes an introduction to hedge fund and proprietary trading desks and offers an in-depth exploration on the topic of risk avoidance and acceptance. Throughout the book Edwards explores the finer points of financial risk management, shows how to decipher the jargon of professional risk-managers, and reveals how non-quantitative managers avoid risk management pitfalls. Avoiding risk is a strategic decision and the author shows how to adopt a consistent framework for risk that compares one type of risk to another. Edwards also stresses the fact that any trading decision that isn't based on the goal of maximizing profits is a decision that should be strongly scrutinized. He also explains that being familiar with all the details of a transaction is vital for making the right investment decision. Offers a comprehensive resource for understanding financial risk management Includes an overview of the techniques and tools professionals use to control risk Shows how to transfer risk to maximize results Written by Davis W. Edwards, a senior manager in Deloitte's Energy Derivatives Pricing Center Risk Management in Trading gives investors a hands-on guide to the strategies and techniques professionals rely on to minimize risk and maximize profits.

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