- William Gann's What SIPC Does Not Cover
A important look at the exclusions and limitations of SIPC coverage, helping investors understand what is not protected.
william gann·5 min read - William Gann: The Law of Vibration
An exploration of Gann's Law of Vibration, a concept that suggests that every stock and market has its own unique vibrational frequency.
william gann·5 min read - Gann's Master Charts
An overview of Gann's Master Charts, a set of long-term charts that Gann used to forecast major market trends.
william gann·5 min read - Gann's Financial Timetable
A look at Gann's Financial Timetable, a long-term forecasting tool that is based on the 90-year cycle.
william gann·5 min read - William Gann: The Square of Nine
An in-depth guide to the Square of Nine, one of Gann's most mysterious and effective trading tools.
william gann·5 min read - Gann's 28 Rules for Trading
A comprehensive overview of Gann's 28 rules for trading, a set of timeless principles that can help you achieve success in the market.
william gann·5 min read - Gann Theory An Introduction to the Master Time Factor
An introduction to the core tenets of W.D. Gann's trading philosophy, focusing on the 'Master Time Factor' and its application in financial markets.
william gann·5 min read - William Gann's SIPC Coverage The Basics for Every Investor
A foundational overview of SIPC coverage, explaining what it is, what it protects, and the limits of its protection.
william gann·5 min read - Gann Angles and the 1x1 Line
A detailed look at Gann angles, with a focus on the 1x1 line and its significance as the primary indicator of a balanced market.
william gann·5 min read - The Psychology of Trading and Gann's Insights
An examination of the psychological aspects of trading, and how Gann's teachings can help traders master their emotions and achieve a winning mindset.
william gann·5 min read - William Gann: The SIPC Liquidation Process
A step-by-step guide to the SIPC liquidation process, explaining what happens when a brokerage firm fails and how investors can get their money back.
william gann·5 min read - William Gann's Maximizing Your SIPC Coverage
Strategies for structuring your accounts to maximize your SIPC protection, including the use of multiple account types and brokerage firms.
william gann·5 min read - William Gann's SIPC and 'Too Big to Fail'
An analysis of how SIPC would handle the failure of a major brokerage firm, and whether the 'too big to fail' doctrine applies to the securities industry.
william gann·5 min read - William Gann: The Future of Trading: Synergies Between Classic Technical Analysis and AI
An exploration of the evolving landscape of financial trading, focusing on the synergies between traditional technical analysis and artificial intelligence. We discuss how traders can leverage both to gain a competitive edge.
william gann·5 min read - William Gann's Time Series Feature Engineering with tsfresh for Automated Signal Discovery
tsfresh is a effective Python package that automates the process of feature extraction from time series data. It can generate hundreds of features, ranging from simple statistics to more complex spectral analysis features. This can be a huge time-saver for quantitative traders, as it allows them to quickly generate a large and diverse set of features for their models.
william gann·5 min read - Integrating Gann's 20 Trading Rules for Disciplined Market Execution
A detailed analysis of W.D. Gann's 20 timeless trading rules, providing a roadmap for disciplined and successful market participation. We discuss the practical application of each rule with contemporary market examples.
william gann·5 min read - William Gann's Automating Feature Selection in Trading Models with Scikit-Learn
In the realm of algorithmic trading, the adage "less is more" often holds true. A model with too many features can be prone to overfitting, leading to poor performance on out-of-sample data. Feature selection is the process of selecting a subset of relevant features for use in model construction. Scikit-Learn provides a variety of tools to automate this process.
william gann·5 min read - William Gann's Generating Polynomial and Interaction Features for Non-Linear Market Dynamics
Financial markets are notoriously complex and non-linear. Linear models, while simple and interpretable, often fail to capture the intricate relationships between different market variables. To address this, we can generate polynomial and interaction features to model these non-linear dynamics.
william gann·5 min read - William Gann's Time-Series Forecasting in Finance with TensorFlow and Keras
This article explores the use of TensorFlow and Keras for financial time-series forecasting. We demonstrate how to build and train various neural network architectures for predicting market trends.
william gann·5 min read - Mastering Gann Angles: A Practical Guide to Price and Time Analysis
This article provides a detailed, practical guide to the construction and application of Gann angles for identifying support and resistance, trend strength, and potential market turning points. We include specific examples and chart illustrations to demonstrate their real-world utility.
william gann·5 min read - William Gann's Advanced Feature Engineering with Pandas and NumPy for Financial Data
Financial data, with its inherent time-series nature and noise, presents unique challenges for feature engineering. While basic technical indicators can provide some signal, a truly robust algorithmic trading model requires a more sophisticated approach to feature creation. This is where the power of Pandas and NumPy comes to the forefront, enabling the creation of a diverse and informative feature set.
william gann·5 min read - William Gann: The Important Role of Feature Scaling and Normalization in Trading Models
Feature scaling is a important preprocessing step in many machine learning algorithms. It involves transforming the features to be on a similar scale. This is important because many algorithms, such as Support Vector Machines (SVMs) and models with L1 or L2 regularization, are sensitive to the scale of the features.
william gann·5 min read - William Gann's Hyperparameter Tuning of Feature Engineering Pipelines using GridSearchCV
Hyperparameter tuning is the process of finding the optimal hyperparameters for a machine learning model. In the context of feature engineering pipelines, this includes tuning the parameters of the transformers, such as the window size of a moving average or the number of components in a PCA.
william gann·5 min read - William Gann: The Hidden Costs of a Free Hedge: Risks and Limitations of Zero-Cost Strategies
This article will dissect the often-overlooked drawbacks of zero-cost hedging, providing a important counterpoint to their perceived benefits.
william gann·5 min read - Mastering the Gann Fan: A Practical Guide to Trading with Geometric Angles
This article provides a comprehensive exploration of the Gann Fan, from its theoretical underpinnings to its practical application in today's dynamic markets.
william gann·5 min read - The Law of Vibration: Gann's Ultimate Forecasting Tool
This article will pull back the curtain on Gann's Law of Vibration, exploring its theoretical underpinnings and its practical application in the financial markets.
william gann·5 min read - Foundational Principles of Gann Theory for Institutional Traders
An advanced examination of W.D. Gann's core tenets, focusing on the symbiotic relationship between price, time, and geometric patterns. This analysis is tailored for professional traders aiming to integrate Gann's sophisticated techniques into their quantitative models.
william gann·5 min read - The Foundational Principles of Gann Theory: An Introduction
This article explores the foundational principles of Gann Theory, providing a framework for understanding this complex and fascinating approach to trading.
william gann·5 min read - Gann Time Cycles: Forecasting Market Turns with Precision
This article will explore the fascinating world of Gann time cycles, providing a practical guide to understanding and applying this effective forecasting tool.
william gann·5 min read - The Gann Square of Nine: A Mystical Tool for Precision Forecasting
This article will demystify the Gann Square of Nine, providing a practical guide to its construction and application.
william gann·5 min read