Modeling Trading System Performance
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Modeling Trading System Performance
"This book, (MSTP) is intended to be an introduction to techniques that can be used to model the performance and risk of trading systems. MSTP is a sequel to [the author's] earlier book, Quantitative Trading Systems (QTS). QTS discusses the design, testing, and validation of trading systems. Although it illustrates examples using the AmiBroker trading system development platform, the concepts it discusses are universal. MSTP uses analogies from gambling to illustrate the effects of uncertainty and to build easily understood simulation models using Monte Carlo simulation."--Adapted from author/ publisher's preface and Introduction.
The Ultimate Algorithmic Trading System Toolbox + Website
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.
Cybernetic Trading Strategies
Author: Murray A. Ruggiero
language: en
Publisher: John Wiley & Sons
Release Date: 1997-07-01
"The computer can do more than show us pretty pictures. [It] canoptimize, backtest, prove or disprove old theories, eliminate thebad ones and make the good ones better. Cybernetic TradingStrategies explores new ways to use the computer and finds ways tomake a valuable machine even more valuable." --from the Foreword byJohn J. Murphy. Until recently, the computer has been used almost exclusively as acharting and data-gathering tool. But as traders and analysts havequickly discovered, its capabilities are far more vast. Now, inthis groundbreaking new book, Murray Ruggiero, a leading authorityon cybernetic trading systems, unlocks their incredible potentialand provides an in-depth look at the growing impact of advancedtechnologies on intermarket analysis. A unique resource, CyberneticTrading Strategies provides specific instructions and applicationson how to develop tradable market timing systems using neuralnetworks, fuzzy logic, genetic algorithms, chaos theory, andmachine induction methods. Currently utilized by some of the most powerful financialinstitutions in the world--including John Deere and FidelityInvestments--today's advanced technologies go beyond subjectiveinterpretations of market indicators to enhance traditionalanalysis. As a result, existing trading systems gain a competitiveedge. Ruggiero reveals how "incorporating elements of statisticalanalysis, spectral analysis, neural networks, genetic algorithms,fuzzy logic, and other high-tech concepts into a traditionaltechnical trading system can greatly improve the performance ofstandard trading systems." For example: spectral analysis can beused to detect when a market is trending earlier than classicalindicators such as ADX. Drawing on his extensive research on market analysis, Ruggieroprovides an incisive overview of cyber-systems--systems that, whenapplied correctly, can increase trading returns by as much as 200%to 300%. The author covers a wide range of important topics,examining classical technical analysis methodologies and seasonaltrading, as well as statistically based market prediction and themechanization of subjective methods such as candlestick charts andthe Elliott Wave. Precise explanations and dozens of real-worldexamples show you how to: * Incorporate advanced technologies into classical technicalanalysis methodologies. * Identify which of these technologies have the most marketapplicability. * Build trading systems to maximize reliability and profitabilitybased on your own risk/reward criteria. Most importantly, Cybernetic Trading Strategies takes you step bystep through system testing and evaluation, a crucial step forcontrolling risk and managing money. With up-to-date information from one of the field's leadingauthorities, Cybernetic Trading Strategies is the definitive guideto developing, implementing, and testing today's cutting-edgecomputer trading technologies.