Delta Normal Method
Meaning ⎊ A simplified risk estimation technique that uses the linear delta of an option to approximate potential price changes.
Non-Parametric Modeling
Meaning ⎊ Statistical techniques that make few assumptions about the underlying distribution of the data.
Variance-Covariance Matrix
Meaning ⎊ A square matrix that represents the variance of individual assets and the covariance between all pairs of assets.
Dynamic Margin Scaling
Meaning ⎊ Automatically adjusting collateral requirements in response to real time market volatility.
Hidden Markov Models
Meaning ⎊ A statistical tool that infers hidden market states, like bull or bear regimes, from observable price and volume data.
Market Risk Management
Meaning ⎊ Market Risk Management provides the systematic framework for quantifying and mitigating financial exposure within volatile crypto derivative markets.
Data Leakage Prevention
Meaning ⎊ Strictly ensuring that models only use information available at the time of prediction to avoid false performance metrics.
Overfitting Prevention
Meaning ⎊ Techniques ensuring models capture market signals rather than historical noise to maintain predictive accuracy in new data.
