Methods // Aleatoric Systems
Methodology Index
The technical foundations of deterministic synthetic market data. Each method is designed for auditability, reproducibility, and stress testing at scale.
Stochastic Modeling
Generate regime-aware distributions and tail events without relying on a single historical path.
Explore methodBayesian Calibration
Align synthetic regimes to real-world constraints with priors, uncertainty bounds, and evidence updates.
Explore methodMonte Carlo Pipelines
Scale deterministic scenario generation across multi-venue microstructure and funding dynamics.
Explore methodApply These Methods to Your Risk Stack
Generate deterministic scenarios in minutes and validate your models with audit-ready evidence.
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