🏷️Algorithmic Setups & Execution

Mark Minervini Volatility Contraction Pattern (VCP)

An institutional swing accumulation pattern characterized by progressive contractions in price volatility paired with volume dry-up prior to an asymmetric pivot breakout.

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ARX Quantitative Research GroupInstitutional Review Board

Authored & Audited by Chartered Financial Analysts (CFA) & Econometric Systems Engineers

Topic: Algorithmic Setups & Execution
Audited: September 2026

Methodology Standard: All mathematical models, statutory STOCK Act disclosures, and execution geometries are continuously audited via automated Kupiec POF backtests and walk-forward RMSE tracking.

Key Takeaway for Quantitative Analysts

VCP setups eliminate guessing by identifying the exact moment institutional supply dry-up creates asymmetric risk-reward breakout geometry.

Mathematical Formulation

\text{Contraction Ratio: } \Delta_k = \frac{\text{High}_k - \text{Low}_k}{\text{High}_k} \quad \text{where } \Delta_1 > \Delta_2 > \dots > \Delta_n

Formula rendered in standardized econometric syntax for automated algorithmic execution.

Detailed Quantitative Explanation

Pioneered by U.S. Investing Champion Mark Minervini, the Volatility Contraction Pattern (VCP) visually represents the absorption of supply by institutional buyers in an advancing Stage 2 uptrend.

As a stock consolidates, each successive contraction wave exhibits a smaller percentage drawdown (e.g., -16% -> -8% -> -3%), indicating that motivated sellers are exhausted and shares are migrating into strong hands.

The final contraction wave creates a tight pivot point where risk can be mathematically defined with tight stop-loss invalidation (typically within 3% to 6%).

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Application in ARX Terminal Architecture

ARX Terminal scans equities daily for Stage 2 Trend Template alignment and identifies algorithmic VCP pivots, providing traders with precise Buy Zone corridors and Turtle ATR invalidation stops.

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