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151Trading Strategies - Original PDF
151Trading Strategies - Original PDF
نویسندگان: Zura Kakushadze, Juan Andrés Serur خلاصه: The book provides detailed descriptions, including more than 550 mathematical formulas, for more than 150 trading strategies across a host of asset classes and trading styles. These include stocks, options, fixed income, futures, ETFs, indexes, commodities, foreign exchange, convertibles, structured assets, volatility, real estate, distressed assets, cash, cryptocurrencies, weather, energy, inflation, global macro, infrastructure, and tax arbitrage. Some strategies are based on machine learning algorithms such as artificial neural networks, Bayes, and k-nearest neighbors. The book also includes source code for illustrating out-of-sample backtesting, around 2,000 bibliographic references, and more than 900 glossary, acronym and math definitions. The presentation is intended to be descriptive and pedagogical and of particular interest to finance practitioners, traders, researchers, academics, and business school and finance program students.
++Testing and Tuning Market Trading Systems: Algorithms in C - Original PDF
++Testing and Tuning Market Trading Systems: Algorithms in C - Original PDF
نویسندگان: Timothy Masters خلاصه: Build, test, and tune financial, insurance or other market trading systems using C++ algorithms and statistics. You’ve had an idea and have done some preliminary experiments, and it looks promising. Where do you go from here? Well, this book discusses and dissects this case study approach. Seemingly good backtest performance isn't enough to justify trading real money. You need to perform rigorous statistical tests of the system's validity. Then, if basic tests confirm the quality of your idea, you need to tune your system, not just for best performance, but also for robust behavior in the face of inevitable market changes. Next, you need to quantify its expected future behavior, assessing how bad its real-life performance might actually be, and whether you can live with that. Finally, you need to find its theoretical performance limits so you know if its actual trades conform to this theoretical expectation, enabling you to dump the system if it does not live up to expectations. This book does not contain any sure-fire, guaranteed-riches trading systems. Those are a dime a dozen... But if you have a trading system, this book will provide you with a set of tools that will help you evaluate the potential value of your system, tweak it to improve its profitability, and monitor its on-going performance to detect deterioration before it fails catastrophically. Any serious market trader would do well to employ the methods described in this book. What You Will Learn • See how the 'spaghetti-on-the-wall' approach to trading system development can be done legitimately • Detect overfitting early in development • Estimate the probability that your system's backtest results could have been due to just good luck • Regularize a predictive model so it automatically selects an optimal subset of indicator candidates • Rapidly find the global optimum for any type of parameterized trading system • Assess the ruggedness of your trading system against market changes • Enhance the stationarity and information content of your proprietary indicators • Nest one layer of walkforward analysis inside another layer to account for selection bias in complex trading systems • Compute a lower bound on your system's mean future performance • Bound expected periodic returns to detect on-going system deterioration before it becomes severe • Estimate the probability of catastrophic drawdown Who This Book Is For Experienced C++ programmers, developers, and software engineers. Prior experience with rigorous statistical procedures to evaluate and maximize the quality of systems is recommended as well.
Capital Markets Trading and Investment Strategies in China - Original PDF
Capital Markets Trading and Investment Strategies in China - Original PDF
نویسندگان: Xiaojiang Zhang خلاصه: This book covers in detail the building blocks of Chinese capital markets at the financial instrument level, the analytical pricing term structure of those instruments, the macro and industry economic framework and progress of the liberalization processes at work in the respective markets, the interaction of various participants in the markets, their trading and investment objectives and rationales, some of the most frequently applied trading and investment strategies, and risk management techniques. The book will especially benefit financial practitioners with in-depth knowledge of their respective capital markets area regarding foreign exchange, money markets, fixed income, and related derivatives, and who have a keen interest in gaining deeper insights into the Chinese market so as to develop or strengthen their global strategy application and risk management practice.
Day Trading for Dummies - Original PDF
Day Trading for Dummies - Original PDF
نویسندگان: Ann C. Logue خلاصه: Understand how day trading works―and get an action plan Due to the fluctuating economy, trade wars, and new tax laws, the risks and opportunities for day traders are changing. Now, more than ever, trading can be intimidating due to the different methods and strategies of traders on Wall Street. Day Trading For Dummies provides anyone interested in this quick-action trading with the information they need to get started and maintain their assets. From classic and renegade strategies to the nitty-gritty of daily trading practices, this book gives you the knowledge and confidence you'll need to keep a cool head, manage risk, and make decisions instantly as you buy and sell your positions. New trading products such as cryptocurrencies Updated information on SEC rules and regulations and tax laws Using options to manage risk and make money Expanded information on programming If you’re someone who needs to know a lot about day trading in a short amount of time, this is your place to star
The Bookshop of the World: Making and Trading Books in the Dutch Golden Age - Original PDF
The Bookshop of the World: Making and Trading Books in the Dutch Golden Age - Original PDF
نویسندگان: Andrew Pettegree; Arthur der Weduwen خلاصه: The untold story of how the Dutch conquered the European book market and became the world's greatest bibliophiles—“an instant classic on Dutch book history” (BMGN - Low Countries Historical Review) "[An] excellent contribution to book history."—Robert Darnton, New York Review of Books The Dutch Golden Age has long been seen as the age of Rembrandt and Vermeer, whose paintings captured the public imagination and came to represent the marvel that was the Dutch Republic. Yet there is another, largely overlooked marvel in the Dutch world of the seventeenth century: books. In this fascinating account, Andrew Pettegree and Arthur der Weduwen show how the Dutch produced many more books than pictures and bought and owned more books per capita than any other part of Europe. Key innovations in marketing, book auctions, and newspaper advertising brought stability to a market where elsewhere publishers faced bankruptcy, and created a population uniquely well-informed and politically engaged. This book tells for the first time the remarkable story of the Dutch conquest of the European book world and shows the true extent to which these pious, prosperous, quarrelsome, and generous people were shaped by what they read.
Trading Evolved: Anyone Can Build Killer Trading Strategies in Python - Original PDF
Trading Evolved: Anyone Can Build Killer Trading Strategies in Python - Original PDF
نویسندگان: Andreas F. Clenow خلاصه: Systematic trading allows you to test and evaluate your trading ideas before risking your money. By formulating trading ideas as concrete rules, you can evaluate past performance and draw conclusions about the viability of your trading plan. Following systematic rules provides a consistent approach where you will have some degree of predictability of returns, and perhaps more importantly, it takes emotions and second guessing out of the equation. From the onset, getting started with professional grade development and backtesting of systematic strategies can seem daunting. Many resort to simplified software which will limit your potential. Trading Evolved will guide you all the way, from getting started with the industry standard Python language, to setting up a professional backtesting environment of your own. The book will explain multiple trading strategies in detail, with full source code, to get you well on the path to becoming a professional systematic trader. This is a highly practical book, where every aspect is explained, all source code shown and no holds barred. Written by Andreas F. Clenow, author of the international best sellers Following the Trend and Stocks on the Move, Trading Evolved goes into greater depth and covers strategies for trading both futures and equities. "Trading Evolved is an incredible resource for aspiring quants. Clenow does an excellent job making complex subjects easy to access and understand. Bravo." -- Wes Gray, PhD, CEO Alpha Architect
Profitable Trading with Renko Charts - Original PDF
Profitable Trading with Renko Charts - Original PDF
نویسندگان: Prashant Shah خلاصه: Profitable Trading with Renko Charts One of the oldest and most popular Japanese charting methods, Renko can be used to profitably trade all types of financial markets and instruments — and over any time frame. Renko charts offer traders many unique and unmatched advantages over other charting methods: • Renko charts are simple to use • Trends are easier to identify in Renko charts since the price is always either clearly bullish or bearish • Due to their uncluttered appearance, significant tradeable patterns are much easier to spot in Renko charts • Being objective in nature, entry and exit signals are clearly defined in Renko charts, making it easier to trade profitably • By eliminating insignificant price action, Renko charts help traders control overtrading — one of the biggest sources of trading losses. This comprehensive book provides step-by-step guidance, from the basics of Renko charts to advanced methods of analysis and trading, keeping in mind Indian market characteristics: • What a Renko chart is — and how to plot it • How to use the traditional tools of technical analysis on Renko charts • Thorough description and analysis of major price patterns in Renko, along with examples and trading rules for each • How to use the unique features of Renko charts to identify strong sectors and strong stocks to trade • How to profit from the unique Renko chart indicators • How to effectively use Renko charts across multiple time frames • Tested and effective trading strategies for all kinds of markets, with rule-based entry and exit criteria • PLUS: 250+ charts and examples from Indian markets. With recent advancement in technology making Renko easily accessible on popular charting software, this book will help both experienced and novice traders to profit from this very powerful system.
Markets in Early Medieval Europe: Trading and 'Productive' Sites, 650 - 850 - Original PDF
Markets in Early Medieval Europe: Trading and 'Productive' Sites, 650 - 850 - Original PDF
نویسندگان: Katharina Ulmschneider; Tim Pestell خلاصه: Major sites such as Hamwic and Dorestad typically dominate any discussion of early medieval trade and emporia - this study is altogether atypical in many ways. Comprising nineteen papers taken from a conference held at Worcester College, Oxford in 2000, the focus here is very much on the smaller, more rural trading centres and inland markets of Northern Europe. The contributors reflect very different approaches to the material, including studies that examine up-to-date historical, archaeological and numismatic evidence from Britain, Denmark, the Netherlands, Norway and Sweden dating from the 7th to 9th century. The authors consider the rather controversial use of metal-detecting in identifying and defining new sites and patterns of interaction and exchange, highlighting its positive contribution. Contributors include Mark Blackburn, David Griffiths, Lars Jorgensen, Michael Metcalf, Julian D Richards, Peter Sawyer and Astrid Tummuscheit.
Hands-On Financial Modeling with Microsoft Excel 2019: Build practical models for forecasting, valuation, trading, and growth analysis using Excel 2019 - Original PDF
Hands-On Financial Modeling with Microsoft Excel 2019: Build practical models for forecasting, valuation, trading, and growth analysis using Excel 2019 - Original PDF
نویسندگان: Shmuel Oluwa خلاصه: Explore different aspects of financial modeling with the help of easy-to-follow instructions, productivity tips, and a variety of Excel features and functions Key Features A non-data professional's guide to exploring financial functions and pivot tables in Excel Prepare various models for income and cash flow statements and balance sheets Perform valuations and identify growth drivers with real-world case studies
Trading Spaces: The Colonial Marketplace and the Foundations of American Capitalism - Original PDF
Trading Spaces: The Colonial Marketplace and the Foundations of American Capitalism - Original PDF
نویسندگان: Emma Hart خلاصه: When we talk about the economy, “the market” is often just an abstraction. While the exchange of goods was historically tied to a particular place, capitalism has gradually eroded this connection to create our current global trading systems. In Trading Spaces, Emma Hart argues that Britain’s colonization of North America was a key moment in the market’s shift from place to idea, with major consequences for the character of the American economy. Hart’s book takes in the shops, auction sites, wharves, taverns, fairs, and homes of seventeenth- and eighteenth-century America—places where new mechanisms and conventions of trade arose as Europeans re-created or adapted continental methods to new surroundings. Since those earlier conventions tended to rely on regulation more than their colonial offspring did, what emerged in early America was a less fettered brand of capitalism. By the nineteenth century this had evolved into a market economy that would not look too foreign to contemporary Americans. To tell this complex transnational story of how our markets came to be, Hart looks back farther than most historians of US capitalism, rooting these markets in the norms of seventeenth- and eighteenth-century Britain. Perhaps most important, this is not a story of specific commodity markets over time but rather is a history of the trading spaces themselves: the physical sites in which the grubby work of commerce occurred and where the market itself was born.

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