Responsible Data Analytics

Financial Integrity & Allocation

Data analysis should always be viewed as a professional pursuit requiring disciplined capital management. We strongly advocate for the use of fixed research budgets and strictly oppose any form of "chasing variance."

• Never exceed your pre-defined research budget.
• Use the 2% Rule for all analytical commitments.
• View statistical analysis as a long-term mathematical process, not a short-term gain.

Behavioral Control

Algorithmic trading and data science can be mentally taxing. It is vital to maintain emotional neutrality and recognize when to step away from the terminal.