Algorithmic Trading Strategy Performance Decomposition

Develop a comprehensive algorithmic trading strategy performance decomposition framework that can systematically analyze strategy returns across multiple dimensions. Create a modular system that can automatically decompose returns into alpha generation, risk factor exposures, and transaction cost components. Implement advanced statistical techniques for identifying genuine alpha versus statistical noise, with explicit uncertainty quantification and robustness testing.