Author: George Pruitt
Publisher: John Wiley & Sons
ISBN: 111909657X
Category : Business & Economics
Languages : en
Pages : 374
Book Description
The accessible, beneficial guide to developing algorithmic trading solutions The Ultimate Algorithmic Trading System Toolbox is the complete package savvy investors have been looking for. An integration of explanation and tutorial, this guide takes you from utter novice to out-the-door trading solution as you learn the tools and techniques of the trade. You'll explore the broad spectrum of today's technological offerings, and use several to develop trading ideas using the provided source code and the author's own library, and get practical advice on popular software packages including TradeStation, TradersStudio, MultiCharts, Excel, and more. You'll stop making repetitive mistakes as you learn to recognize which paths you should not go down, and you'll discover that you don't need to be a programmer to take advantage of the latest technology. The companion website provides up-to-date TradeStation code, Excel spreadsheets, and instructional video, and gives you access to the author himself to help you interpret and implement the included algorithms. Algorithmic system trading isn't really all that new, but the technology that lets you program, evaluate, and implement trading ideas is rapidly evolving. This book helps you take advantage of these new capabilities to develop the trading solution you've been looking for. Exploit trading technology without a computer science degree Evaluate different trading systems' strengths and weaknesses Stop making the same trading mistakes over and over again Develop a complete trading solution using provided source code and libraries New technology has enabled the average trader to easily implement their ideas at very low cost, breathing new life into systems that were once not viable. If you're ready to take advantage of the new trading environment but don't know where to start, The Ultimate Algorithmic Trading System Toolbox will help you get on board quickly and easily.
The Ultimate Algorithmic Trading System Toolbox + Website
Author: George Pruitt
Publisher: John Wiley & Sons
ISBN: 111909657X
Category : Business & Economics
Languages : en
Pages : 374
Book Description
The accessible, beneficial guide to developing algorithmic trading solutions The Ultimate Algorithmic Trading System Toolbox is the complete package savvy investors have been looking for. An integration of explanation and tutorial, this guide takes you from utter novice to out-the-door trading solution as you learn the tools and techniques of the trade. You'll explore the broad spectrum of today's technological offerings, and use several to develop trading ideas using the provided source code and the author's own library, and get practical advice on popular software packages including TradeStation, TradersStudio, MultiCharts, Excel, and more. You'll stop making repetitive mistakes as you learn to recognize which paths you should not go down, and you'll discover that you don't need to be a programmer to take advantage of the latest technology. The companion website provides up-to-date TradeStation code, Excel spreadsheets, and instructional video, and gives you access to the author himself to help you interpret and implement the included algorithms. Algorithmic system trading isn't really all that new, but the technology that lets you program, evaluate, and implement trading ideas is rapidly evolving. This book helps you take advantage of these new capabilities to develop the trading solution you've been looking for. Exploit trading technology without a computer science degree Evaluate different trading systems' strengths and weaknesses Stop making the same trading mistakes over and over again Develop a complete trading solution using provided source code and libraries New technology has enabled the average trader to easily implement their ideas at very low cost, breathing new life into systems that were once not viable. If you're ready to take advantage of the new trading environment but don't know where to start, The Ultimate Algorithmic Trading System Toolbox will help you get on board quickly and easily.
Publisher: John Wiley & Sons
ISBN: 111909657X
Category : Business & Economics
Languages : en
Pages : 374
Book Description
The accessible, beneficial guide to developing algorithmic trading solutions The Ultimate Algorithmic Trading System Toolbox is the complete package savvy investors have been looking for. An integration of explanation and tutorial, this guide takes you from utter novice to out-the-door trading solution as you learn the tools and techniques of the trade. You'll explore the broad spectrum of today's technological offerings, and use several to develop trading ideas using the provided source code and the author's own library, and get practical advice on popular software packages including TradeStation, TradersStudio, MultiCharts, Excel, and more. You'll stop making repetitive mistakes as you learn to recognize which paths you should not go down, and you'll discover that you don't need to be a programmer to take advantage of the latest technology. The companion website provides up-to-date TradeStation code, Excel spreadsheets, and instructional video, and gives you access to the author himself to help you interpret and implement the included algorithms. Algorithmic system trading isn't really all that new, but the technology that lets you program, evaluate, and implement trading ideas is rapidly evolving. This book helps you take advantage of these new capabilities to develop the trading solution you've been looking for. Exploit trading technology without a computer science degree Evaluate different trading systems' strengths and weaknesses Stop making the same trading mistakes over and over again Develop a complete trading solution using provided source code and libraries New technology has enabled the average trader to easily implement their ideas at very low cost, breathing new life into systems that were once not viable. If you're ready to take advantage of the new trading environment but don't know where to start, The Ultimate Algorithmic Trading System Toolbox will help you get on board quickly and easily.
The Ultimate Algorithmic Trading System Toolbox + Website
Author: George Pruitt
Publisher: John Wiley & Sons
ISBN: 1119262976
Category : Business & Economics
Languages : en
Pages : 363
Book Description
The accessible, beneficial guide to developing algorithmic trading solutions The Ultimate Algorithmic Trading System Toolbox is the complete package savvy investors have been looking for. An integration of explanation and tutorial, this guide takes you from utter novice to out-the-door trading solution as you learn the tools and techniques of the trade. You'll explore the broad spectrum of today's technological offerings, and use several to develop trading ideas using the provided source code and the author's own library, and get practical advice on popular software packages including TradeStation, TradersStudio, MultiCharts, Excel, and more. You'll stop making repetitive mistakes as you learn to recognize which paths you should not go down, and you'll discover that you don't need to be a programmer to take advantage of the latest technology. The companion website provides up-to-date TradeStation code, Excel spreadsheets, and instructional video, and gives you access to the author himself to help you interpret and implement the included algorithms. Algorithmic system trading isn't really all that new, but the technology that lets you program, evaluate, and implement trading ideas is rapidly evolving. This book helps you take advantage of these new capabilities to develop the trading solution you've been looking for. Exploit trading technology without a computer science degree Evaluate different trading systems' strengths and weaknesses Stop making the same trading mistakes over and over again Develop a complete trading solution using provided source code and libraries New technology has enabled the average trader to easily implement their ideas at very low cost, breathing new life into systems that were once not viable. If you're ready to take advantage of the new trading environment but don't know where to start, The Ultimate Algorithmic Trading System Toolbox will help you get on board quickly and easily.
Publisher: John Wiley & Sons
ISBN: 1119262976
Category : Business & Economics
Languages : en
Pages : 363
Book Description
The accessible, beneficial guide to developing algorithmic trading solutions The Ultimate Algorithmic Trading System Toolbox is the complete package savvy investors have been looking for. An integration of explanation and tutorial, this guide takes you from utter novice to out-the-door trading solution as you learn the tools and techniques of the trade. You'll explore the broad spectrum of today's technological offerings, and use several to develop trading ideas using the provided source code and the author's own library, and get practical advice on popular software packages including TradeStation, TradersStudio, MultiCharts, Excel, and more. You'll stop making repetitive mistakes as you learn to recognize which paths you should not go down, and you'll discover that you don't need to be a programmer to take advantage of the latest technology. The companion website provides up-to-date TradeStation code, Excel spreadsheets, and instructional video, and gives you access to the author himself to help you interpret and implement the included algorithms. Algorithmic system trading isn't really all that new, but the technology that lets you program, evaluate, and implement trading ideas is rapidly evolving. This book helps you take advantage of these new capabilities to develop the trading solution you've been looking for. Exploit trading technology without a computer science degree Evaluate different trading systems' strengths and weaknesses Stop making the same trading mistakes over and over again Develop a complete trading solution using provided source code and libraries New technology has enabled the average trader to easily implement their ideas at very low cost, breathing new life into systems that were once not viable. If you're ready to take advantage of the new trading environment but don't know where to start, The Ultimate Algorithmic Trading System Toolbox will help you get on board quickly and easily.
Algo Trading
Author: Charles Robinson
Publisher: Creek Ridge Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 70
Book Description
Become part of the elite group of winning traders by leveraging the power of algorithms! Are you ready to step up your trading to the next level? Make real money from the markets and take on every trading setup without losing sleep or money! In the trading industry, there’s the 90-90-90 rule: “90% of traders lose 90% of their money in the first 90 days.” This isn’t just a catchy statement. It’s the sad reality of the trading industry. Sooner or later, the majority of aspiring traders find themselves against the rocks of their broken dreams. Don’t be part of the losing 90%. You can do that with the help of this trading guide. In this book, you’ll learn: How algo trading can increase your profits. The best-kept secrets to crafting a powerful trading strategy. How to avoid the number one rookie mistake in algo testing. The missing pieces to the puzzle of profitable algo trading. How to pick the best tools. Key aspects of algo strategies you should never overlook. The secrets to winning every time—even when you lose. What no one tells you about risk-to-reward ratios and win rates. The key to unlocking massive profits while keeping your risk low. How to improve trade accuracy with expert time frame analysis. The ultimate answer to the conundrum of timing your trade exits. Imagine looking at your trading records and seeing a steady climb in profits. Feel what it would be like to go to bed each night and wake up knowing that there’s an algorithm generating money on your behalf.
Publisher: Creek Ridge Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 70
Book Description
Become part of the elite group of winning traders by leveraging the power of algorithms! Are you ready to step up your trading to the next level? Make real money from the markets and take on every trading setup without losing sleep or money! In the trading industry, there’s the 90-90-90 rule: “90% of traders lose 90% of their money in the first 90 days.” This isn’t just a catchy statement. It’s the sad reality of the trading industry. Sooner or later, the majority of aspiring traders find themselves against the rocks of their broken dreams. Don’t be part of the losing 90%. You can do that with the help of this trading guide. In this book, you’ll learn: How algo trading can increase your profits. The best-kept secrets to crafting a powerful trading strategy. How to avoid the number one rookie mistake in algo testing. The missing pieces to the puzzle of profitable algo trading. How to pick the best tools. Key aspects of algo strategies you should never overlook. The secrets to winning every time—even when you lose. What no one tells you about risk-to-reward ratios and win rates. The key to unlocking massive profits while keeping your risk low. How to improve trade accuracy with expert time frame analysis. The ultimate answer to the conundrum of timing your trade exits. Imagine looking at your trading records and seeing a steady climb in profits. Feel what it would be like to go to bed each night and wake up knowing that there’s an algorithm generating money on your behalf.
Building Winning Algorithmic Trading Systems, + Website
Author: Kevin J. Davey
Publisher: John Wiley & Sons
ISBN: 1118778987
Category : Business & Economics
Languages : en
Pages : 294
Book Description
Develop your own trading system with practical guidance and expert advice In Building 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 Systems teaches 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 Systems provides expert guidance and practical advice.
Publisher: John Wiley & Sons
ISBN: 1118778987
Category : Business & Economics
Languages : en
Pages : 294
Book Description
Develop your own trading system with practical guidance and expert advice In Building 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 Systems teaches 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 Systems provides expert guidance and practical advice.
Building Winning Trading Systems with Tradestation
Author: George Pruitt
Publisher: John Wiley & Sons
ISBN: 1118239725
Category : Business & Economics
Languages : en
Pages : 421
Book Description
The updated edition of the guide to building trading systems that can keep pace with the market The stock market is constantly evolving, and coupled with the new global economic landscape, traders need to radically rethink the way they do business at home and abroad. Enter Building Winning Trading Systems, Second Edition, the all-new incarnation of the established text on getting the most out of the trading world. With technology now a pervasive element of every aspect of trading, the issue has become how to create a new system that meets the demands of the altered financial climate, and how to make it work. Giving voice to the question on every trader and investor's lips, the book asks, "How can we build a trading system that will be paramount for our increasingly stressed markets?" The answer? Establish mechanical trading systems that remove human emotion from the equation and form the cornerstone of a complete trading plan and with greater agility, characteristics that are more important than ever given the kinetic pace of the markets. Presents an all-new strategy for trading systems that will show traders how to create systems that will work in the twenty first century Expert advice from highly respected trading authority, George Pruitt Includes a new website featuring updated TradeStation code and shows how to use the world's best investment software platform to develop and utilize trading systems that really work Once again paving the way for traders who want to adapt to their environment, Building Winning Trading Systems, Second Edition combines expertise in indicator design and system building in one indispensable volume.
Publisher: John Wiley & Sons
ISBN: 1118239725
Category : Business & Economics
Languages : en
Pages : 421
Book Description
The updated edition of the guide to building trading systems that can keep pace with the market The stock market is constantly evolving, and coupled with the new global economic landscape, traders need to radically rethink the way they do business at home and abroad. Enter Building Winning Trading Systems, Second Edition, the all-new incarnation of the established text on getting the most out of the trading world. With technology now a pervasive element of every aspect of trading, the issue has become how to create a new system that meets the demands of the altered financial climate, and how to make it work. Giving voice to the question on every trader and investor's lips, the book asks, "How can we build a trading system that will be paramount for our increasingly stressed markets?" The answer? Establish mechanical trading systems that remove human emotion from the equation and form the cornerstone of a complete trading plan and with greater agility, characteristics that are more important than ever given the kinetic pace of the markets. Presents an all-new strategy for trading systems that will show traders how to create systems that will work in the twenty first century Expert advice from highly respected trading authority, George Pruitt Includes a new website featuring updated TradeStation code and shows how to use the world's best investment software platform to develop and utilize trading systems that really work Once again paving the way for traders who want to adapt to their environment, Building Winning Trading Systems, Second Edition combines expertise in indicator design and system building in one indispensable volume.
Easing Into EasyLanguage
Author: George Pruitt
Publisher: Independently Published
ISBN:
Category :
Languages : en
Pages : 231
Book Description
Easing Into EasyLanguage - Foundation Edition: This is the first book in the series and is designed for the beginner who wants to learn as much of the basics of EasyLanguage so that they can program their ideas, plot them on a chart and then back test them. UPDATE - REMEMBER YOU GET OVER 4 HOURS OF VIDEO INSTRUCTION with the purchase of the book! This book takes you from looking at a blank screen and scratching your head to developing trading systems that use indicators such as RSI and Stochastics, Fixed Fractional money management, and protective stops and profit objectives. All sample code will be provided via website download and the author will have support videos available to readers. Complete trading systems will be provided for demonstration purposes. From these templates the reader can use the code as a "Foundation" for further investigation. Again this is a beginners edition and the subsequent books in the series will build upon this edition. The only prerequisite required is the ability to create a chart in either TradeStation or Multi-Charts and then open the TradeStation Development Environment (TDE) or the PowerLanguage Editor (PLE). All code will be provide in an ELD (EasyLanguage Archive) and can easily be imported into TradeStation or Multi-Charts. For those who use TradeStation, workspaces will be made available. Other platform users, such as MultiCharts, will be able to create workspaces by the descriptions in the books. Even if you want to start developing intra-day systems, you should start with the Foundation Edition to build a solid knowledgebase of EasyLanguage. Before you can learn Calculus you must go through Algebra first. The second book in this series will cover everything you want or need to know to test minute bars.
Publisher: Independently Published
ISBN:
Category :
Languages : en
Pages : 231
Book Description
Easing Into EasyLanguage - Foundation Edition: This is the first book in the series and is designed for the beginner who wants to learn as much of the basics of EasyLanguage so that they can program their ideas, plot them on a chart and then back test them. UPDATE - REMEMBER YOU GET OVER 4 HOURS OF VIDEO INSTRUCTION with the purchase of the book! This book takes you from looking at a blank screen and scratching your head to developing trading systems that use indicators such as RSI and Stochastics, Fixed Fractional money management, and protective stops and profit objectives. All sample code will be provided via website download and the author will have support videos available to readers. Complete trading systems will be provided for demonstration purposes. From these templates the reader can use the code as a "Foundation" for further investigation. Again this is a beginners edition and the subsequent books in the series will build upon this edition. The only prerequisite required is the ability to create a chart in either TradeStation or Multi-Charts and then open the TradeStation Development Environment (TDE) or the PowerLanguage Editor (PLE). All code will be provide in an ELD (EasyLanguage Archive) and can easily be imported into TradeStation or Multi-Charts. For those who use TradeStation, workspaces will be made available. Other platform users, such as MultiCharts, will be able to create workspaces by the descriptions in the books. Even if you want to start developing intra-day systems, you should start with the Foundation Edition to build a solid knowledgebase of EasyLanguage. Before you can learn Calculus you must go through Algebra first. The second book in this series will cover everything you want or need to know to test minute bars.
Algorithmic Trading
Author: Ernie Chan
Publisher: John Wiley & Sons
ISBN: 1118460146
Category : Business & Economics
Languages : en
Pages : 230
Book Description
Praise for Algorithmic TRADING “Algorithmic Trading is an insightful book on quantitative trading written by a seasoned practitioner. What sets this book apart from many others in the space is the emphasis on real examples as opposed to just theory. Concepts are not only described, they are brought to life with actual trading strategies, which give the reader insight into how and why each strategy was developed, how it was implemented, and even how it was coded. This book is a valuable resource for anyone looking to create their own systematic trading strategies and those involved in manager selection, where the knowledge contained in this book will lead to a more informed and nuanced conversation with managers.” —DAREN SMITH, CFA, CAIA, FSA, Managing Director, Manager Selection & Portfolio Construction, University of Toronto Asset Management “Using an excellent selection of mean reversion and momentum strategies, Ernie explains the rationale behind each one, shows how to test it, how to improve it, and discusses implementation issues. His book is a careful, detailed exposition of the scientific method applied to strategy development. For serious retail traders, I know of no other book that provides this range of examples and level of detail. His discussions of how regime changes affect strategies, and of risk management, are invaluable bonuses.” —ROGER HUNTER, Mathematician and Algorithmic Trader
Publisher: John Wiley & Sons
ISBN: 1118460146
Category : Business & Economics
Languages : en
Pages : 230
Book Description
Praise for Algorithmic TRADING “Algorithmic Trading is an insightful book on quantitative trading written by a seasoned practitioner. What sets this book apart from many others in the space is the emphasis on real examples as opposed to just theory. Concepts are not only described, they are brought to life with actual trading strategies, which give the reader insight into how and why each strategy was developed, how it was implemented, and even how it was coded. This book is a valuable resource for anyone looking to create their own systematic trading strategies and those involved in manager selection, where the knowledge contained in this book will lead to a more informed and nuanced conversation with managers.” —DAREN SMITH, CFA, CAIA, FSA, Managing Director, Manager Selection & Portfolio Construction, University of Toronto Asset Management “Using an excellent selection of mean reversion and momentum strategies, Ernie explains the rationale behind each one, shows how to test it, how to improve it, and discusses implementation issues. His book is a careful, detailed exposition of the scientific method applied to strategy development. For serious retail traders, I know of no other book that provides this range of examples and level of detail. His discussions of how regime changes affect strategies, and of risk management, are invaluable bonuses.” —ROGER HUNTER, Mathematician and Algorithmic Trader
Building Reliable Trading Systems
Author: Keith Fitschen
Publisher: John Wiley & Sons
ISBN: 1118635612
Category : Business & Economics
Languages : en
Pages : 243
Book Description
An award winning system developer explains how to create, test, and implement a profitable trading system Traders have long been drawn to the idea of translating their strategies and ideas into trading systems. While successful trading systems have been developed, in most cases, they work very well for a period of time in specific markets, but perform less well across all markets in all time frames. Nobody understands this better than author Keith Fitschen—a thought-leader in trading system development—and now, with Trading Strategy Generation + Website, he shares his extensive experience in this field with you. Trading Strategy Generation skillfully explains how to take market insights or trading ideas and develop them into a robust trading system. In it, Fitschen describes the critical steps a trader needs to follow, including: translating the market insight into a rules-based approach; determining entry and exit points; testing against historical data; and integrating money management and position sizing into the system. Written by an award winning system developer who has actively traded his systems for thirty years Introduces new ideas on money management and position sizing for different markets Details exactly what it takes to build, test, and implement a profitable technical trading system A companion Website contains supplementary material, including Excel spreadsheets designed to rate the strength of entry signals and provide money management guidance based on market volatility and portfolio correlations Written with the serious trader in mind, Trading Strategy Generation is an accessible guide to building a system that will generate realistic returns over time.
Publisher: John Wiley & Sons
ISBN: 1118635612
Category : Business & Economics
Languages : en
Pages : 243
Book Description
An award winning system developer explains how to create, test, and implement a profitable trading system Traders have long been drawn to the idea of translating their strategies and ideas into trading systems. While successful trading systems have been developed, in most cases, they work very well for a period of time in specific markets, but perform less well across all markets in all time frames. Nobody understands this better than author Keith Fitschen—a thought-leader in trading system development—and now, with Trading Strategy Generation + Website, he shares his extensive experience in this field with you. Trading Strategy Generation skillfully explains how to take market insights or trading ideas and develop them into a robust trading system. In it, Fitschen describes the critical steps a trader needs to follow, including: translating the market insight into a rules-based approach; determining entry and exit points; testing against historical data; and integrating money management and position sizing into the system. Written by an award winning system developer who has actively traded his systems for thirty years Introduces new ideas on money management and position sizing for different markets Details exactly what it takes to build, test, and implement a profitable technical trading system A companion Website contains supplementary material, including Excel spreadsheets designed to rate the strength of entry signals and provide money management guidance based on market volatility and portfolio correlations Written with the serious trader in mind, Trading Strategy Generation is an accessible guide to building a system that will generate realistic returns over time.
Statistically Sound Machine Learning for Algorithmic Trading of Financial Instruments
Author: David Aronson
Publisher: Createspace Independent Publishing Platform
ISBN: 9781489507716
Category : Algorithmus
Languages : en
Pages : 0
Book Description
This book serves two purposes. First, it teaches the importance of using sophisticated yet accessible statistical methods to evaluate a trading system before it is put to real-world use. In order to accommodate readers having limited mathematical background, these techniques are illustrated with step-by-step examples using actual market data, and all examples are explained in plain language. Second, this book shows how the free program TSSB (Trading System Synthesis & Boosting) can be used to develop and test trading systems. The machine learning and statistical algorithms available in TSSB go far beyond those available in other off-the-shelf development software. Intelligent use of these state-of-the-art techniques greatly improves the likelihood of obtaining a trading system whose impressive backtest results continue when the system is put to use in a trading account. Among other things, this book will teach the reader how to: Estimate future performance with rigorous algorithms Evaluate the influence of good luck in backtests Detect overfitting before deploying your system Estimate performance bias due to model fitting and selection of seemingly superior systems Use state-of-the-art ensembles of models to form consensus trade decisions Build optimal portfolios of trading systems and rigorously test their expected performance Search thousands of markets to find subsets that are especially predictable Create trading systems that specialize in specific market regimes such as trending/flat or high/low volatility More information on the TSSB program can be found at TSSBsoftware dot com.
Publisher: Createspace Independent Publishing Platform
ISBN: 9781489507716
Category : Algorithmus
Languages : en
Pages : 0
Book Description
This book serves two purposes. First, it teaches the importance of using sophisticated yet accessible statistical methods to evaluate a trading system before it is put to real-world use. In order to accommodate readers having limited mathematical background, these techniques are illustrated with step-by-step examples using actual market data, and all examples are explained in plain language. Second, this book shows how the free program TSSB (Trading System Synthesis & Boosting) can be used to develop and test trading systems. The machine learning and statistical algorithms available in TSSB go far beyond those available in other off-the-shelf development software. Intelligent use of these state-of-the-art techniques greatly improves the likelihood of obtaining a trading system whose impressive backtest results continue when the system is put to use in a trading account. Among other things, this book will teach the reader how to: Estimate future performance with rigorous algorithms Evaluate the influence of good luck in backtests Detect overfitting before deploying your system Estimate performance bias due to model fitting and selection of seemingly superior systems Use state-of-the-art ensembles of models to form consensus trade decisions Build optimal portfolios of trading systems and rigorously test their expected performance Search thousands of markets to find subsets that are especially predictable Create trading systems that specialize in specific market regimes such as trending/flat or high/low volatility More information on the TSSB program can be found at TSSBsoftware dot com.
Algorithmic Trading and Quantitative Strategies
Author: Raja Velu
Publisher: CRC Press
ISBN: 1498737218
Category : Business & Economics
Languages : en
Pages : 431
Book Description
Algorithmic Trading and Quantitative Strategies provides an in-depth overview of this growing field with a unique mix of quantitative rigor and practitioner’s hands-on experience. The focus on empirical modeling and practical know-how makes this book a valuable resource for students and professionals. The book starts with the often overlooked context of why and how we trade via a detailed introduction to market structure and quantitative microstructure models. The authors then present the necessary quantitative toolbox including more advanced machine learning models needed to successfully operate in the field. They next discuss the subject of quantitative trading, alpha generation, active portfolio management and more recent topics like news and sentiment analytics. The last main topic of execution algorithms is covered in detail with emphasis on the state of the field and critical topics including the elusive concept of market impact. The book concludes with a discussion on the technology infrastructure necessary to implement algorithmic strategies in large-scale production settings. A git-hub repository includes data-sets and explanatory/exercise Jupyter notebooks. The exercises involve adding the correct code to solve the particular analysis/problem.
Publisher: CRC Press
ISBN: 1498737218
Category : Business & Economics
Languages : en
Pages : 431
Book Description
Algorithmic Trading and Quantitative Strategies provides an in-depth overview of this growing field with a unique mix of quantitative rigor and practitioner’s hands-on experience. The focus on empirical modeling and practical know-how makes this book a valuable resource for students and professionals. The book starts with the often overlooked context of why and how we trade via a detailed introduction to market structure and quantitative microstructure models. The authors then present the necessary quantitative toolbox including more advanced machine learning models needed to successfully operate in the field. They next discuss the subject of quantitative trading, alpha generation, active portfolio management and more recent topics like news and sentiment analytics. The last main topic of execution algorithms is covered in detail with emphasis on the state of the field and critical topics including the elusive concept of market impact. The book concludes with a discussion on the technology infrastructure necessary to implement algorithmic strategies in large-scale production settings. A git-hub repository includes data-sets and explanatory/exercise Jupyter notebooks. The exercises involve adding the correct code to solve the particular analysis/problem.