order-aggressiveness-modeling

What problem does it solve?

This Skill addresses the challenge of optimizing order aggressiveness in financial markets to maximize fill quality while minimizing information leakage.

Core Features & Use Cases

• Aggressiveness Policy Design: Define and calibrate different levels of order aggressiveness.
• Queue-Jump Decisions: Analyze the trade-offs between waiting in a queue and executing aggressively.
• Execution-Probability Tradeoffs: Model the impact of aggressiveness on fill probability and adverse selection.
• Use Case: When designing a new trading strategy that requires careful management of order placement to avoid signaling intentions to the market, this skill provides the framework for modeling and testing different aggressiveness levels.

Quick Start

Run the order aggressiveness modeling diagnostics script with the input file input.csv and save the output to diagnostics.json.