A Guide to Creating a Successful Algorithmic Trading Strategy - (Wiley Trading) by Perry J Kaufman (Hardcover) (2024)

Book Synopsis

Turn insight into profit with guru guidance toward successful algorithmic trading

A Guide to Creating a Successful Algorithmic Trading Strategy provides the latest strategies from an industry guru to show you how to build your own system from the ground up. If you're looking to develop a successful career in algorithmic trading, this book has you covered from idea to execution as you learn to develop a trader's insight and turn it into profitable strategy. You'll discover your trading personality and use it as a jumping-off point to create the ideal algo system that works the way you work, so you can achieve your goals faster. Coverage includes learning to recognize opportunities and identify a sound premise, and detailed discussion on seasonal patterns, interest rate-based trends, volatility, weekly and monthly patterns, the 3-day cycle, and much more--with an emphasis on trading as the best teacher. By actually making trades, you concentrate your attention on the market, absorb the effects on your money, and quickly resolve problems that impact profits.

Algorithmic trading began as a "ridiculous" concept in the 1970s, then became an "unfair advantage" as it evolved into the lynchpin of a successful trading strategy. This book gives you the background you need to effectively reap the benefits of this important trading method.

  • Navigate confusing markets
  • Find the right trades and make them
  • Build a successful algo trading system
  • Turn insights into profitable strategies

Algorithmic trading strategies are everywhere, but they're not all equally valuable. It's far too easy to fall for something that worked brilliantly in the past, but with little hope of working in the future. A Guide to Creating a Successful Algorithmic Trading Strategy shows you how to choose the best, leave the rest, and make more money from your trades.

From the Back Cover

THE NO-FRILLS APPROACH TO BUILDING SUCCESSFUL ALGORITHMIC TRADING SYSTEMS

When Perry Kaufman started creating automated systems to trade in the early 1970s, the very idea was demeaned by professional traders as "ridiculous." Now, high-frequency trading is attacked for its unfair advantage that "steals money from the ordinary investor." In A Guide to Creating a Successful Algorithmic Trading Strategy, Perry puts the power in your hands by pulling back the curtain on algorithmic trading.

Whether you're a professional trader or money manager looking to perfect your own automated trading system or an individual investor who wants financial control with today's technological advantages, this compact guide gives you a sophisticated approach to building successful algo trading systems in a user-friendly, how-to format. More than merely a step-by-step book to backtesting, this expert guide culls the author's vast experience over forty years, through all types of markets, to illustrate why achieving success in trading is not about buying and selling at a profit, but fully hinges on developing the right trades and then managing their risk. The proven guidelines inside for building a reliable trading system from the ground up give you the necessary theory and historical perspective to develop your system with confidence and the technical know-how to fine-tune it to your specific parameters and risk. Keep the expertise sought after the world over at your fingertips to:

  • Include the right depth of rules in your algorithms
  • Avoid common traps at each step of development and testing
  • Know exactly when your algo system is ready to stop paper trading and make real profits

A cornerstone principle of this succinct guidebook is simplicity, and from the underlying trading best practices to designing the systems themselves, a straightforward approach is preferred and proven to win the day. Many algorithmic systems fail when they are finally launched into the market, but A Guide to Creating a Successful Algorithmic Trading Strategy will show you the pitfalls and process for greatly improving your ability to succeed. Once you've read this book you'll want to reread it again and again until you've made it part of your own way of working.

From developing insights as a trader and turning those insights into profitable strategies all the way to the critical realities of trading for a living--this masterpiece guide boils down more than four decades of high-level experience into a clear framework that lets you compete with the experts.

About the Author

PERRY J. KAUFMAN is a leading investment consultant with more than forty years of experience in the equity and derivatives markets. He is the author of twelve trading books, including Trading Systems and Methods, Fifth Edition; A Short Course in Technical Trading; Smarter Trading; and Global Equity Investing. Perry continues to be a pioneer in the use of computer models for making financial decisions.

A Guide to Creating a Successful Algorithmic Trading Strategy - (Wiley Trading) by  Perry J Kaufman (Hardcover) (2024)

FAQs

What are the successful algo trading strategies? ›

  • Trend Following. Trend following, often serving as a navigational tool for many algorithmic traders, stands as a strategy as enduring as the market itself. ...
  • Volatility. ...
  • Quote stuffing. ...
  • Trading Range. ...
  • Inter-market spreading. ...
  • Black swan events. ...
  • Index Fund Rebalancing. ...
  • Mean Reversion.
Feb 24, 2024

Has anyone made money from algorithmic trading? ›

Yes, it is possible to make money with algorithmic trading. Algorithmic trading can provide a more systematic and disciplined approach to trading, which can help traders to identify and execute trades more efficiently than a human trader could.

How do I create my own trading algorithm? ›

To develop algorithmic trading techniques, you need to follow these steps and customise each step according to your requirements.
  1. Step 1: Create a Platform. ...
  2. Step 2: Visualise Your Trading Strategy. ...
  3. Step 3: Define the Time Frame and Other Ratios. ...
  4. Step 4: Test the Algorithm Strategies.

What is the most popular algo trading strategy? ›

Here are some most popular algo trading strategies:
  • Trend Following Strategies. Trend-following strategies aim to capitalize on asset price trends. ...
  • Mean Reversion Strategies. ...
  • Arbitrage Algo Trading Strategies. ...
  • Weighted Average Price Strategy. ...
  • Statistical Arbitrage Strategy. ...
  • Breakout Strategies. ...
  • Pairs Algo Trading Strategy.
Apr 4, 2024

Who is the most successful Algo trader? ›

He built mathematical models to beat the market. He is none other than Jim Simons. Even back in the 1980's when computers were not much popular, he was able to develop his own algorithms that can make tremendous returns. From 1988 to till date, not even a single year Renaissance Tech generated negative returns.

Do algo trading really work? ›

The Bottom Line. No doubt, algorithmic trading can offer several different advantages, such as speed, efficiency, and objectivity in trading decisions. It can automate entry and exit points, reduce the risk of human error, and prevent information leakage.

How much money can I make with algorithmic trading? ›

Based on the chosen strategies and capital allocation, the traders can make a lot of money while trading on the Algo Trading App. On average, if a trader goes for a 30% drawdown and uses the right strategy, they can make a whopping return of around 50 to 90%.

How much does it cost to start algorithmic trading? ›

An algorithmic trading app usually costs about $125,000 to build. However, the total cost can be as low as $100,000 or as high as $150,000.

How much does an algorithmic trader earn in USA? ›

Algorithmic Trading Salary
Annual SalaryMonthly Pay
Top Earners$94,000$7,833
75th Percentile$91,000$7,583
Average$85,750$7,145
25th Percentile$81,000$6,750

Is algorithmic trading illegal? ›

It is legal but all the algorithm strategies must be authenticated by the exchange before implementation.

How to create an AI bot for trading? ›

How to Build a Trading Bot?
  1. 1 Selecting a programming language. ...
  2. 2 Choose your trading platform and the asset you want to trade. ...
  3. 3 Selecting the server to build your trading bot. ...
  4. 4 Define your strategy. ...
  5. 5 Integrate with the exchange API. ...
  6. 6 Backtesting your trading bot. ...
  7. 7 Optimizing your trading bot. ...
  8. 8 Forward testing.
Sep 22, 2023

How to create a trading bot without coding? ›

No Code Bot Creator
  1. Define The Trade Rules. Provide with Scrips / Indexes you want to include in your Rules.
  2. Save & Backtest. SpeedBot's accurate backtest result summarises the profitability and effectiveness of your Trade Rules.
  3. Optimize The Rules. Learn lessons from Backtest. Improve your rules. ...
  4. Ready! PaperTest! & Go...!

What is the most profitable trading strategy of all time? ›

Three most profitable Forex trading strategies
  1. Scalping strategy “Bali” This strategy is quite popular, at least, you can find its description on many trading websites. ...
  2. Candlestick strategy “Fight the tiger” ...
  3. “Profit Parabolic” trading strategy based on a Moving Average.
Jan 19, 2024

Which broker to use for algo trading? ›

Which brokers allow algo Trading? Many brokers including a discount as well as full-service brokers allow API for Algo trading facility to clients. Zerodha, Upstox, Angel One, Sharekhan, Fyers, Prostocks are among a few of the brokers who offer API for Algo Trading to customers.

What is the simplest most profitable trading strategy? ›

One of the simplest and most widely known fundamental strategies is value investing. This strategy involves identifying undervalued assets based on their intrinsic value and holding onto them until the market recognizes their true worth.

What is one of the most used strategies for automated trading? ›

Trend-following strategies are among the most popular and widely used in automated trading. These strategies aim to identify and capitalize on price trends in the market. By buying when prices are rising and selling when prices are falling, trend-following systems aim to ride the momentum of the market.

What are the most popular trading strategies seen in automated trading? ›

Let's discuss them.
  • Momentum. Momentum trading is a classic day-trading strategy that's been around for ages, like over 80 years! ...
  • Trend Following. Trend following, also called time-series momentum, is like a brother of momentum trading. ...
  • Risk-on/Risk-off. ...
  • Arbitrage. ...
  • Black Swan Catchers. ...
  • Market Timing. ...
  • Inverse Volatility.
Nov 17, 2023

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