simulation-option-pricing

What problem does it solve?

This Skill addresses the need for robust and reproducible simulation-based option pricing, ensuring accuracy and control in quantitative finance workflows.

Core Features & Use Cases

• Reproducible Research: Calibrate model parameters with versioned routines.
• Risk Management: Stress test models against various market shocks and enforce risk controls.
• Production Readiness: Ensure model error and hedge slippage are within acceptable limits before release.
• Use Case: When performing quantitative research on exotic options, use this skill to simulate pricing paths, calibrate parameters, and assess hedging effectiveness under various market scenarios.

Quick Start

Run the simulation option pricing diagnostics script with your input data file.