🏷️Algorithmic Setups & Execution

Linda Raschke 20-Period EMA Pullback Model

A high-probability swing trading setup that identifies shallow counter-trend pullbacks into an advancing 20-day Exponential Moving Average in strong trends.

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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

The 20 EMA pullback avoids chasing extended runners by catching institutional re-accumulation at prime structural support.

Mathematical Formulation

\text{Buy Trigger: } \text{Price} \in [\text{EMA}_{20} - 0.5\times\text{ATR}, \text{EMA}_{20} + 0.5\times\text{ATR}] \quad \text{and } \text{Slope}(\text{EMA}_{20}) > 0

Formula rendered in standardized econometric syntax for automated algorithmic execution.

Detailed Quantitative Explanation

Popularized by Market Wizard Linda Bradford Raschke, the 20 EMA pullback strategy exploits institutional trend persistence.

When an asset enters an aggressive markup phase, institutions use shallow dips toward the rising 20 EMA to accumulate shares without bidding prices higher.

The setup provides a mathematically defined entry zone with an immediate invalidation level if the moving average slope flattens or breaks down.

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Application in ARX Terminal Architecture

ARX Terminal tracks 20 EMA pullback candidates daily, classifying assets into four execution states: IN_BUY_ZONE, APPROACHING_TARGET, WAITING_PULLBACK, or STOPPED_OUT.

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