Data Ethics Principles

Integrity

Data ethics principles within crypto derivatives mandate that order flow information remains untainted by front-running or internal informational asymmetries. Quantitative analysts must ensure that algorithmic execution strategies do not exploit non-public data to the detriment of retail liquidity providers. Preserving the mathematical honesty of backtesting results prevents the systematic mispricing of options contracts during high-volatility events.