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The posts published on this website document research activities and present their results in a structured and consistent way. Since each study focuses on different markets, datasets, constraints, and research objectives, the format and level of detail may vary from one post to another. These differences are intentional and reflect the specific requirements of each project rather than changes in the underlying methodology.
Presenting results concisely keeps each article focused on its main contribution. However, readers who are not yet familiar with the analytical framework, assumptions, or evaluation criteria may find some sections more difficult to interpret. This is especially true when explaining design choices, performance metrics, or validation procedures.
This guide provides the common framework needed to read and interpret all research posts. Instead of repeating the same methodological explanations in every article, it describes the research process, the principles behind the analyses, and the conventions used throughout the website.
All studies follow a systematic research process based on predefined rules, objective evaluation criteria, and reproducible analytical procedures. The emphasis is on developing, testing, and evaluating trading models rather than on how they are implemented. Depending on the user's preferences and technical skills, the same model can be executed manually, through semi-automated workflows, or by fully automated systems.
Quantitative trading research is an iterative process that evolves as new data, analytical techniques, and validation methods become available. For this reason, this guide may be updated over time to improve its clarity and completeness. Any substantial revisions will be clearly documented.
The material presented on this website is not intended as a drag-and-drop or copy-and-paste solution. Its purpose is to document the analytical process used to determine whether an observed market behaviour can be transformed into a robust and reproducible trading framework.
A unified space for all resources, a single framework for every trader.