Professional Stock Trading


Book Description

The trading techniques of professional stock traders are presented along with full source code. Advanced concepts such as pair trading, float trading, and geometric trading are developed into real trading systems with specific entry and exit points. The elements of money management, risk management, and position management are synthesized into a professional trading platform. Over 120 charts are presented with real-life trading examples and case studies. All of the trading patterns have been encoded into chart indicators along with pattern recognition functions.




Systematic Trading


Book Description

This is not just another book with yet another trading system. This is a complete guide to developing your own systems to help you make and execute trading and investing decisions. It is intended for everyone who wishes to systematise their financial decision making, either completely or to some degree. Author Robert Carver draws on financial theory, his experience managing systematic hedge fund strategies and his own in-depth research to explain why systematic trading makes sense and demonstrates how it can be done safely and profitably. Every aspect, from creating trading rules to position sizing, is thoroughly explained. The framework described here can be used with all assets, including equities, bonds, forex and commodities. There is no magic formula that will guarantee success, but cutting out simple mistakes will improve your performance. You'll learn how to avoid common pitfalls such as over-complicating your strategy, being too optimistic about likely returns, taking excessive risks and trading too frequently. Important features include: - The theory behind systematic trading: why and when it works, and when it doesn't. - Simple and effective ways to design effective strategies. - A complete position management framework which can be adapted for your needs. - How fully systematic traders can create or adapt trading rules to forecast prices. - Making discretionary trading decisions within a systematic framework for position management. - Why traditional long only investors should use systems to ensure proper diversification, and avoid costly and unnecessary portfolio churn. - Adapting strategies depending on the cost of trading and how much capital is being used. - Practical examples from UK, US and international markets showing how the framework can be used. Systematic Trading is detailed, comprehensive and full of practical advice. It provides a unique new approach to system development and a must for anyone considering using systems to make some, or all, of their investment decisions.




Automated Option Trading


Book Description

The first and only book of its kind, Automated Options Trading describes a comprehensive, step-by-step process for creating automated options trading systems. Using the authors’ techniques, sophisticated traders can create powerful frameworks for the consistent, disciplined realization of well-defined, formalized, and carefully-tested trading strategies based on their specific requirements. Unlike other books on automated trading, this book focuses specifically on the unique requirements of options, reflecting philosophy, logic, quantitative tools, and valuation procedures that are completely different from those used in conventional automated trading algorithms. Every facet of the authors’ approach is optimized for options, including strategy development and optimization; capital allocation; risk management; performance measurement; back-testing and walk-forward analysis; and trade execution. The authors’ system reflects a continuous process of valuation, structuring and long-term management of investment portfolios (not just individual instruments), introducing systematic approaches for handling portfolios containing option combinations related to different underlying assets. With these techniques, it is finally possible to effectively automate options trading at the portfolio level. This book will be an indispensable resource for serious options traders working individually, in hedge funds, or in other institutions.




Automated Stock Trading Systems: A Systematic Approach for Traders to Make Money in Bull, Bear and Sideways Markets


Book Description

Consistent, benchmark-beating growth, combined with reduced risk, are the Holy Grail of traders everywhere. Laurens Bensdorp has been achieving both for more than a decade. By combining multiple quantitative trading systems that perform well in different types of markets--bull, bear, or sideways--his overall systematized and automated system delivers superlative results regardless of overall market behavior. In his second book, Automated Stock Trading Systems, Bensdorp details a non-correlated, multi-system approach you can understand and build to suit yourself. Using historical price action to develop statistical edges, his combined, automated systems have been shown to deliver simulated consistent high double-digit returns with very low draw downs for the last 24 years, no matter what the market indices have done. By following his approach, traders can achieve reliable, superlative returns without excessive risk.




Quantitative Technical Analysis


Book Description

Techniques for design, testing, validation and analysis of systems for trading stocks, futures, ETFs, and FOREX. Includes techniques for assessing system health, dynamical determining maximum safe position size, and estimating profit potential.




A Machine Learning based Pairs Trading Investment Strategy


Book Description

This book investigates the application of promising machine learning techniques to address two problems: (i) how to find profitable pairs while constraining the search space and (ii) how to avoid long decline periods due to prolonged divergent pairs. It also proposes the integration of an unsupervised learning algorithm, OPTICS, to handle problem (i), and demonstrates that the suggested technique can outperform the common pairs search methods, achieving an average portfolio Sharpe ratio of 3.79, in comparison to 3.58 and 2.59 obtained using standard approaches. For problem (ii), the authors introduce a forecasting-based trading model capable of reducing the periods of portfolio decline by 75%. However, this comes at the expense of decreasing overall profitability. The authors also test the proposed strategy using an ARMA model, an LSTM and an LSTM encoder-decoder.




Trading and Investing for Beginners


Book Description

If you have always wanted to learn how to invest in the stock market but never knew how, then read on because this book has been written for you. Investing in the stock markets is not easy, but you can learn even if you have no prior knowledge. All you need is the right resource: TRADING AND INVESTING FOR BEGINNERS. Ruben Villahermosa, Amazon bestseller and independent trader, has created this revolutionary book with which you can learn from scratch everything you need with a simple language away from technicalities. In this book you will learn... How to improve your personal economy with Financial Education. The most used financial theories. The main investment products. ALL the financial jargon, explained. The basics of Technical Analysis. 3 Technical Analysis Methodologies. 4 winning trading strategies. Key Risk Management concepts. (AWESOME) Emotional management, cognitive biases. How to develop a trading plan step by step. How to properly record and review your trades. And how to start taking your first steps. And much more...! Don't wait any longer, BUY THE BOOK NOW and discover how you too can make money in the stock market. Do you want to make money trading the stock market? In this book I tell you everything you need to Trading in the financial markets and start getting profitability from your savings. The 3 factors you need to become a winning trader or investor 1. Building a winning investment strategy In this book you will learn 4 different types of winning trading strategies that you can implement depending on the market context 2. Implement solid risk management You will apply robust money management strategies and discover advanced techniques for managing trades. 3. Maintain an appropriate market psychology. You will build a statistical and objective mindset, accepting that the market is an environment of uncertainty in which anything can happen at any time. Save Time, Effort and Money Learn about Stock Markets You will discover all the knowledge you need to understand how financial markets work: Market characteristics Main investment products Fundamental concepts and financial jargon You will learn 3 methodologies of Technical Analysis based on the study of the interaction between supply and demand: Price Action Through the study of PRlCE ACTION we will learn to identify the context in order to select the type of trading that best suits it. Volume Profile The VSA methodology identifies the intervention or absence of large traders: when they are entering or exiting, as well as the degree of interest and participation they show in the movements. Wyckoff Method The Wyckoff method focuses on the study of ranges. It tries to elucidate which force is in control and where the next move is most likely to be.




Financial Freedom Through Electronic Day Trading


Book Description

An increasing number of investors are entering the high-risk world of electronic day trading—often before they’ve learned the basic principles and safeguards. Financial Freedom Through Electronic Day Trading combines Van Tharp’s mastery of trading psychology with Brian June’s nuts-and-bolts expertise to give day traders the proven strategies and information they need to survive and succeed. From little-known day trading entries and exits to techniques that foster winning attitudes and styles, these practical ideas will help readers develop their own personalized trading systems. The perfect combination of psychological preparation and hands-on practice, it discusses: *Market analysis from a day trading perspective *Techniques for determining a market maker’s position *The best day trading software




Building Winning Algorithmic Trading Systems, + Website


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.




The Handbook of Electronic Trading


Book Description

This book provides a comprehensive look at the challenges of keeping up with liquidity needs and technology advancements. It is also a sourcebook for understandable, practical solutions on trading and technology.