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Successful Algorithmic Trading - Original PDF
Successful Algorithmic Trading - Original PDF
نویسندگان: Michael Halls Moore خلاصه: Whether the systematic rules codied by the strategy actually produce a consistent return and whether the strategy possesses positive performance in the backtests. ˆ Whether a strategy maintains this positive performance in a live implementation or whether it needs to be retired. ˆ The ability to compare multiple strategies/portfolios such that we can reduce the opportu- nity cost associated with allocating a limited amount of trading capital. The particular items of quantitative analysis of performance that we will be interested in are as follows: ˆ Returns - The most visible aspect of a trading strategy concerns the percentage gain since inception, either in a backtest or a live trading environment. The two major performance measures here are Total Return and Compound Annual Growth Rate (CAGR). ˆ Drawdowns - A drawdown is a period of negative performance, as dened from a prior high-water mark, itself dened as the previous highest peak on a strategy or portfolio equity curve. We will dene this more concretely below, but you can think of it for now as a (somewhat painful!) downward slope on your performance chart. ˆ Risk - Risk comprises many areas, and we'll spend signicant time going over them in the following chapter, but generally it refers to both risk of capital loss, such as with drawdowns, and volatility of returns. The latter usually being calculated as an annualised standard deviation of returns. ˆ Risk/Reward Ratio - Institutional investors are mainly interested with risk-adjusted returns. Since higher volatility can often lead to higher returns at the expense of greate
Systematic Trading: A unique new method for designing trading and investing systems - Original PDF
Systematic Trading: A unique new method for designing trading and investing systems - Original PDF
نویسندگان: Robert Carver خلاصه: This is not just another book with yet another trading system. This is a complete guide to developing your own systems to help you make and execute trading and investing decisions. It is intended for everyone who wishes to systematise their financial decision making, either completely or to some degree. Author Robert Carver draws on financial theory, his experience managing systematic hedge fund strategies and his own in-depth research to explain why systematic trading makes sense and demonstrates how it can be done safely and profitably. Every aspect, from creating trading rules to position sizing, is thoroughly explained. The framework described here can be used with all assets, including equities, bonds, forex and commodities. There is no magic formula that will guarantee success, but cutting out simple mistakes will improve your performance. You'll learn how to avoid common pitfalls such as over-complicating your strategy, being too optimistic about likely returns, taking excessive risks and trading too frequently. Important features include: - The theory behind systematic trading: why and when it works, and when it doesn't. - Simple and effective ways to design effective strategies. - A complete position management framework which can be adapted for your needs. - How fully systematic traders can create or adapt trading rules to forecast prices. - Making discretionary trading decisions within a systematic framework for position management. - Why traditional long only investors should use systems to ensure proper diversification, and avoid costly and unnecessary portfolio churn. - Adapting strategies depending on the cost of trading and how much capital is being used. - Practical examples from UK, US and international markets showing how the framework can be used.
Day Trading and Swing Trading the Currency Market: Technical and Fundamental Strategies to Profit from Market Moves - Original PDF
Day Trading and Swing Trading the Currency Market: Technical and Fundamental Strategies to Profit from Market Moves - Original PDF
نویسندگان: Kathy Lien خلاصه: Play the forex markets to win with this invaluable guide to strategy and analysis Day Trading and Swing Trading the Currency Market gives forex traders the strategies and skills they need to approach this highly competitive arena on an equal footing with major institutions. Now in it's third edition, this invaluable guide provides the latest statistics, data, and analysis of recent events, giving you the most up-to-date picture of the state of the fast-moving foreign exchange markets. You'll learn how the interbank currency markets work, and how to borrow strategy from the biggest players to profit from trends. Clear and comprehensive, this book describes the technical and fundamental strategies that allow individual traders to compete with bank traders, and gives you comprehensive explanations of strategies involving intermarket relationships, interest rate differentials, option volatilities, news events, and more. The companion website gives you access to video seminars on how to be a better trader, providing another leg up in this competitive market. The multi-billion-dollar foreign exchange market is the most actively traded market in the world. With online trading platforms now offering retail traders direct access to the interbank foreign exchange market, there's never been a better time for individuals to learn the ropes of this somewhat secretive area. This book is your complete guide to forex trading, equipping you to play with the big guys and win—on your own terms. Understand how the foreign currency markets work, and the forces that move them Analyze the market to profit from short-term swings using time-tested strategies Learn a variety of technical trades for navigating overbought or oversold markets Examine the unique characteristics of various currency pairs Many of the world's most successful traders have made the bulk of their winnings in the currency market, and now it's your turn. Day Trading and Swing Trading the Currency Market is the must-have guide for all foreign exchange traders.
Dark Pools and High Frequency Trading For Dummies - Original PDF
Dark Pools and High Frequency Trading For Dummies - Original PDF
نویسندگان: Jay Vaananen خلاصه: A plain English guide to high frequency trading and off-exchange trading practices In Dark Pools & High Frequency Trading For Dummies, senior private banker Jukka Vaananen has created an indispensable and friendly guide to what really goes on inside dark pools, what rewards you can reap as an investor and how wider stock markets and pricing may be affected by dark pools. Written with the classic For Dummies style that has become a hallmark of the brand, Vaananen makes this complex material easy to understand with an insider's look into the topic. The book takes a detailed look at the pros and the cons of trading in dark pools, and how this type of trading differs from more traditional routes. It also examines how dark pools are currently regulated, and how the regulatory landscape may be changing. Learn what types of dark pools exist, and how a typical transaction works Discover the rules and regulations for dark pools, and some of the downsides to trading Explore how dark pools can benefit investors and banks, and who can trade in them Recognize the ins and outs of automated and high frequency trading Because dark pools allow companies to trade stocks anonymously and away from the public exchange, they are not subject to the peaks and troughs of the stock market, and have only recently begun to take off in a big way. Written with investors and finance students in mind, Dark Pools & High Frequency Trading For Dummies is the ultimate reference guide for anyone looking to understand dark pools and dark liquidity, including the different order types and key HFT strategies.
Mastering R for Quantitative Finance: Use R to optimize your trading strategy and build up your own risk management system - Original PDF
Mastering R for Quantitative Finance: Use R to optimize your trading strategy and build up your own risk management system - Original PDF
نویسندگان: Edina Berlinger خلاصه: R is the essential skill to master for anyone looking to make an impact in quantitative finance. The reigning king of serious statistical languages, R gives you the power to turn your raw data into lucrative analyses - and this book shows you how. Chapter by chapter, the concepts of quantitative finance are interwoven with real R model programming. Its clear and practical approach gets you using R straight away for time series analysis, creating models for multiple factors, and harnessing big data for your predictive investment purposes. This book is dedicated to giving you the guidance to construct your own complete trading system, and the knowledge to tailor it to meet your needs and the needs of your clients. Get them the results that they expect as you learn how to handle foreign exchange and interest rate derivatives, using R for optimal hedging, and making sure that you have the analysis to guarantee a payoff from the most complex exotic options.
The Art of Trend Trading: Animal Spirits and Your Path to Profits - Original PDF
The Art of Trend Trading: Animal Spirits and Your Path to Profits - Original PDF
نویسندگان: Michael Parness خلاصه: Look inward for the missing piece to your trading strategy The Art of Trend Trading bucks the trend of technicality to show readers how instinct and strategy can unite to bring about consistent investment success. Rather than diving ever-deeper into the overdone world of complicated modeling and forecasting techniques, trader, CEO, and bestselling author Michael Parness explains how making intuition a part of your investment strategy tends to result in more long-term profit. Using animal spirits as a metaphor and tool, Parness helps readers understand how their natural tendencies may run counter to their strategy, and how this dichotomy may be the shackle holding them back from true market success. Readers will learn how this perspective lifted Parness from homelessness to making millions in both Bull and Bear markets, and will start developing their own market instinct as they refine and tune into their own natural intuition. Everyone's looking for the "ultimate" system, a way to "game the market" and uncover the "secret" to successful investing. Over the years, Parness has observed that the best traders – those who consistently make money – are the ones that use instinct and intuition, as well as strategy. This book shows you how to identify the natural trader within, and use your gut to inform an ever-evolving investment plan. Follow the author's journey from homelessness to millionaire Identify and understand your own strengths and weaknesses Develop your instinct alongside your strategy Take a lesson from traders making consistent money There's no substitute for good strategy, but it's no secret that some strategies seem to be more profitable than others. The Art of Trend Trading helps you find that missing piece and turn it into more consistent investment success.
Spectrum Trading in Multi-Hop Cognitive Radio Networks - Original PDF
Spectrum Trading in Multi-Hop Cognitive Radio Networks - Original PDF
نویسندگان: Miao Pan, Ming Li, Pan Li, Yuguang Fang (auth.) خلاصه: This SpringerBrief focuses on spectrum trading designs in multi-hop cognitive radio networks. It starts with the motivation for spectrum trading and the review of existing spectrum trading designs. Then, it presents a novel CRN architecture for spectrum trading considering spectrum trading’s economic features and wireless nature. Under this network architecture, it extends current single-hop per-user based spectrum trading design into a multi-hop transmission opportunity based one, and further into a session based one, while having economic properties guaranteed. This SpringerBrief not only provides a good review of current spectrum trading designs, it also touches on the cutting-edge interdisciplinary spectrum trading research on disparate fields of modeling, network architecture design, optimization theories, statistics, and economic theories. Advanced-level students studying computer science, electrical and computer engineering and economics, wireless network planners, and wireless spectrum engineers will find this book a useful tool.
Goods from the East, 1600-1800: Trading Eurasia - Original PDF
Goods from the East, 1600-1800: Trading Eurasia - Original PDF
نویسندگان: Maxine Berg, Felicia Gottmann, Hanna Hodacs, Chris Nierstrasz خلاصه: The imperative of the long-distance seaborne trade of Europeans, from the age of exploration, was to acquire the goods of the exotic East – the silks and porcelains and tea of China, the spices of the spice islands and the textiles of India. Goods from the East focuses on the trade in fine products: how they were made, marketed and distributed between Asia and Europe. This trade was conducted by East India Companies and many private traders, and the first Global Age that resulted deeply affected European consumption and manufacturing. This book provides a full comparative and connective study of Asia's trade with a range of European countries. Its themes relate closely to issues of fine manufacturing and luxury goods in the current age of globalization. Goods from the East brings together established scholars, such as Jan de Vries, Om Prakash and Josh Gommans, and a new generation of researchers, who together look into the connections between European consumer cultures and Asian trade.
Profiting from Weekly Options: How to Earn Consistent Income Trading Weekly Option Serials - Original PDF
Profiting from Weekly Options: How to Earn Consistent Income Trading Weekly Option Serials - Original PDF
نویسندگان: Robert J. Seifert خلاصه: Generate consistent income with a smart weekly options strategy Profiting From Weekly Options is a clear, practical guide to earning consistent income from trading options. Rather than confuse readers with complex math formulas, this book concentrates on the process of consistently profiting from weekly option serials by utilizing a series of simple trades. Backed by the author's thirty years of experience as a professional option trader and market maker, these ideas and techniques allow active individual traders and investors to generate regular income while mitigating risk. Readers will learn the fundamental mechanisms that drive weekly options, the market forces that affect them, and the analysis techniques that help them manage trades. Weekly options are structured like conventional monthly options, but they expire each week. Interest has surged since their inception three years ago, and currently accounts for up to thirty percent of total option volume, traded on all major indices as well as high volume stocks and ETFs. This book is a guide to using weekly options efficiently and effectively as income-generating investments, with practical guidance and expert advice on strategy and implementation. Discover the cycles and market dynamics at work Learn essential fundamental and technical analysis techniques Understand the option trading lexicon and lifecycle Gain confidence in managing trades and mitigating risk Weekly options can be integrated with any existing options strategy, but they are particularly conducive to credit spread strategies and short-term trades based on technical patterns. For investors looking for an easy-in/easy-out method of generating consistent income, Profiting From Weekly Options provides the wisdom of experience with practical, actionable advice.
Making a Market for Acts of God: The Practice of Risk Trading in the Global Reinsurance Industry - Original PDF
Making a Market for Acts of God: The Practice of Risk Trading in the Global Reinsurance Industry - Original PDF
نویسندگان: Paula Jarzabkowski, Rebecca Bednarek, Paul Spee خلاصه: Reinsurance is a financial market that trades in the risk of unpredictable and devastating disasters - such as Hurricane Katrina, the Tohoku earthquake and tsunami, and the terrorist attacks on the World Trade Centre. Such disasters are increasing in both frequency and severity, with the cost of their losses mounting rapidly. Reinsurance insures insurance companies, enabling them to pay claims arising from these losses. It is thus a market mechanism that is a critical part of the social and economic safety net, helping to pick up the pieces after disasters. Yet, how is the risk of such disasters calculated and traded in a global market? This book brings to life the reinsurance market through vivid real-life tales that draw from an ethnographic, "fly-on-the-wall" study of the global reinsurance industry over three annual cycles. The authors shadowed underwriters around the world as they traded risks through multiple disasters. For instance, this book takes readers into the desperate hours of pricing Japanese risks during March 2011, while the devastating aftermath of the Tohoku earthquake is unfolding. To show how the market works, the book offers authentic tales gathered from observations of reinsurers in Bermuda, Lloyd's of London, Continental Europe and SE Asia as they evaluate, price and compete for different risks as part of their everyday practice. Understanding how this market for disasters works has never been more critical given the impact of climate change and increased global connectivity, where a flood in one country can trigger losses to supply chains around the world. The authors develop a novel concept of how global markets work, which advances scholarship and challenges current thinking about how financial markets trade in intangible assets such as risk. This book will be useful to readers interested in markets for disasters, insurance, reinsurance and financial markets, and academics interested in the practice of financial markets specifically or the practice of strategy and organizations generally.

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