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++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.
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
Embrace the Mayhem: An evidence based approach to trading success - Original PDF
Embrace the Mayhem: An evidence based approach to trading success - Original PDF
نویسندگان: Robot Wealth خلاصه: How this book is organised You can imagine this book is split into two halves: The first half is all about arming you with skepticism, diligence and healthy expectations. Its purpose is to protect you from expensive failed strategies built on bad advice or assumptions. It’s to guard you against greedy brokers and subtle deceptions in “harmless” trading content. It’s crucial you understand this before moving on. So, please be patient in going through these initial chapters. The second half of this book is where we unravel the good stuff. We’ll talk about exactly what works in the markets, including the strategies, inefficiencies and approach we’ve used to grow capital into the 8-figures for ourselves and our firms. We’ll also talk about how you can harness this approach even in the face of retail-level restrictions, and the next steps you may want to consider to begin this journey on the right foot. It’s hard to communicate just how much of a head start this will give you, especially over where I started out. If your excitement evaporates after we lay out this vision, then consider this time well spent. You’ve been spared valuable years and hard-earned dollars on a pursuit that requires complete, obsessive devotion over a long period of time in order to succeed. If on the other hand you are more excited than ever after discovering the vision and roadmap we lay out, then let’s get after it! You are among a rare breed of individuals destined for a fascinating, stimulating and potentially very profitable lifelong journey. But before we do that fun stuff, you probably want to know why you should listen to us. Good on you for being skeptical. Here’s a little about us
Trading Systems and Methods (Wiley Trading) - Original PDF
Trading Systems and Methods (Wiley Trading) - Original PDF
نویسندگان: Perry J. Kaufman خلاصه: The new edition of the definitive reference to trading systems―expanded and thoroughly updated. Professional and individual traders haverelied on Trading Systems and Methods for over three decades. Acclaimed trading systems expert Perry Kaufman provides complete, authoritative information on proven indicators, programs, systems, and algorithms. Now in its sixth edition, this respected book continues to provide readers with the knowledge required to develop or select the trading programs best suited for their needs. In-depth discussions of basic mathematical and statistical concepts instruct readers on how much data to use, how to create an index, how to determine probabilities, and how best to test your ideas. These technical tools and indicators help readers identify trends, momentum, and patterns, while an analytical framework enables comparisons of systematic methods and techniques. This updated, fully-revised edition offers new examples using stocks, ETFs and futures, and provides expanded coverage of arbitrage, high frequency trading, and sophisticated risk management models. More programs and strategies have been added, such as Artificial Intelligence techniques and Game Theory approaches to trading. Offering a complete array of practical, user-ready tools, this invaluable resource: Offers comprehensive revisions and additional mathematical and statistical tools, trading systems, and examples of current market situations Explains basic mathematical and statistical concepts with accompanying code Includes new Excel spreadsheets with genetic algorithms, TradeStation code, MetaStock code, and more Provides access to a companion website packed with supplemental materials Trading Systems and Methods is an indispensable reference on trading systems, as well as system design and methods for professional and individual active traders, money managers, trading systems developers.
The Principle Of Trading Economics - Original PDF
The Principle Of Trading Economics - Original PDF
نویسندگان: Zhenying Wang خلاصه: This book is devoted to establishing a completely new concept within economics referred to as "trading economics" which is a reconstructed economic system in theory that seeks perfect harmony between micro and macro elements in a structured way, hence making the economic theory a rigorous system supported by internal logical continuity. Representing a revolution of the existing theoretical framework, trading economics has changed the logic of mainstream economics. Specifically, it deduces the "macro whole" from the "micro individuals", and it introduces a systematic and comprehensive analysis approach. It stresses that within an interconnected world, the interaction between trading agents is the fundamental driving force behind the operation, development and evolution of the economic system.
Learn Algorithmic Trading: Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis - Original PDF
Learn Algorithmic Trading: Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis - Original PDF
نویسندگان: Sebastien Donadio, Sourav Ghosh خلاصه: Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of real-world trading strategies Key Features • Understand the power of algorithmic trading in financial markets with real-world examples • Get up and running with the algorithms used to carry out algorithmic trading • Learn to build your own algorithmic trading robots which require no human intervention Book Description It's now harder than ever to get a significant edge over competitors in terms of speed and efficiency when it comes to algorithmic trading. Relying on sophisticated trading signals, predictive models and strategies can make all the difference. This book will guide you through these aspects, giving you insights into how modern electronic trading markets and participants operate. You'll start with an introduction to algorithmic trading, along with setting up the environment required to perform the tasks in the book. You'll explore the key components of an algorithmic trading business and aspects you'll need to take into account before starting an automated trading project. Next, you'll focus on designing, building and operating the components required for developing a practical and profitable algorithmic trading business. Later, you'll learn how quantitative trading signals and strategies are developed, and also implement and analyze sophisticated trading strategies such as volatility strategies, economic release strategies, and statistical arbitrage. Finally, you'll create a trading bot from scratch using the algorithms built in the previous sections. By the end of this book, you'll be well-versed with electronic trading markets and have learned to implement, evaluate and safely operate algorithmic trading strategies in live markets. What you will learn • Understand the components of modern algorithmic trading systems and strategies • Apply machine learning in algorithmic trading signals and strategies using Python • Build, visualize and analyze trading strategies based on mean reversion, trend, economic releases and more • Quantify and build a risk management system for Python trading strategies • Build a backtester to run simulated trading strategies for improving the performance of your trading bot • Deploy and incorporate trading strategies in the live market to maintain and improve profitability Who this book is for This book is for software engineers, financial traders, data analysts, and entrepreneurs. Anyone who wants to get started with algorithmic trading and understand how it works; and learn the components of a trading system, protocols and algorithms required for black box and gray box trading, and techniques for building a completely automated and profitable trading business will also find this book useful.
Forex Trading: A Comprehensive beginner’s guide to learn the realms of Forex trading from A-Z - Original PDF
Forex Trading: A Comprehensive beginner’s guide to learn the realms of Forex trading from A-Z - Original PDF
نویسندگان: Oliver Morrison خلاصه: Before you dig into the content, try to understand what Forex trading is! Well, Foreign exchange, or Forex, in short, is merely the conversion of currency from one form to another. Exchange of different currencies happens all the time. In fact, it happens millions of times each second. Currency exchange is a large part of why the entire global economy works given that each country uses a different type of currency. Various companies from around the world source out different products and components that are bought from other countries and manufacturers. So, to purchase these items, a company has to convert their currency into the supplier’s currency to complete the transaction. A single manufacturer will probably need to buy a lot of materials to produce a single product. These materials may come from local suppliers who ship these items in bulk from other countries. That same product can then be sold to other countries
An Introduction to C & GUI Programming - Original PDF
An Introduction to C & GUI Programming - Original PDF
نویسندگان: Simon Long خلاصه: The popular C programming language is used for a huge range of applications, from the tiny microcontrollers used in toasters and watches up to complete operating systems. The first half of this book is an introduction to C, and covers the basics of writing simple command-line programs. The second half of the book shows how to use the GTK user interface toolkit with C to create feature-rich GUI applications which can be run on the desktop. No previous experience of C or GTK is required – even if you are an absolute beginner, this book will teach you all you need to know to ... ■ Create simple command-line C programs ■ Control flow with conditions and loops ■ Handle variables, strings, and files ■ Design graphical user interface applications in C ■ Handle user input with buttons and menus ■ Use advanced UI features such as data stores and dialogs
CFA 2019 Schweser - Level 3 SchweserNotes Book 5: TRADING AND PERFORMANCE EVALUATION - Original PDF
CFA 2019 Schweser - Level 3 SchweserNotes Book 5: TRADING AND PERFORMANCE EVALUATION - Original PDF
نویسندگان: Schweser, Kaplan خلاصه: EXAM FOCUS For the exam, be able to distinguish between limit and market orders and discuss the circumstances under which each is appropriate to use. Be able to calculate midquotes, effective spreads, volume-weighted average price, and implementation shortfall costs. Motivations for trading have always been a CFA Institute favorite, so you should also be able to discuss major trader types, trading tactics, and implementation shortfall strategie
Quantum Finance: Intelligent Forecast and Trading Systems - Original PDF
Quantum Finance: Intelligent Forecast and Trading Systems - Original PDF
نویسندگان: Raymond S. T. Lee خلاصه: With the exponential growth of program trading in the global financial industry, quantum finance and its underlying technologies have become one of the hottest topics in the fintech community. Numerous financial institutions and fund houses around the world require computer professionals with a basic understanding of quantum finance to develop intelligent financial systems. This book presents a selection of the author’s past 15 years’ R&D work and practical implementation of the Quantum Finance Forecast System – which integrates quantum field theory and related AI technologies to design and develop intelligent global financial forecast and quantum trading systems. The book consists of two parts: Part I discusses the basic concepts and theories of quantum finance and related AI technologies, including quantum field theory, quantum price fields, quantum price level modelling and quantum entanglement to predict major financial events. Part II then examines the current, ongoing R&D projects on the application of quantum finance technologies in intelligent real-time financial prediction and quantum trading systems. This book is both a textbook for undergraduate & masters level quantum finance, AI and fintech courses and a valuable resource for researchers and data scientists working in the field of quantum finance and intelligent financial systems. It is also of interest to professional traders/ quants & independent investors who would like to grasp the basic concepts and theory of quantum finance, and more importantly how to adopt this fascinating technology to implement intelligent financial forecast and quantum trading systems. For system implementation, the interactive quantum finance programming labs listed on the Quantum Finance Forecast Centre official site (QFFC.org) enable readers to learn how to use quantum finance technologies presented in the book.

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