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From Deception to Discipline: An Engineering and Behavioral Analysis of Signal Integrity in Algorithmic Trading

From Deception to Discipline: An Engineering and Behavioral Analysis of Signal Integrity in Algorithmic Trading From Deception to Discipline: An Engineering and Behavioral Analysis of Signal Integrity in Algorithmic Trading 1 The Anatomy of Deception: Technical Mechanics and Prevalence of Repainting The proliferation of algorithmic trading tools has promised a new era of objectivity, one where emotion is replaced by rule-based decision-making [4] . However, this promise is fundamentally undermined by a pervasive and insidious flaw present in a vast majority of publicly available indicators on platforms like TradingView: repainting. This phenomenon represents not merely a bug but a critical failure of engineering integrity, where an...

Beyond Moving Averages: A Unified Mathematical Framework for Pivot Detection Using Asymmetric Decay Functions