OPEN-SOURCE SCRIPT

Institutional Multi-Model Alpha

Overview
The Institutional Multi-Model Alpha is a quantitative "voting" system that aggregates seven independent algorithmic modules to determine market direction. Instead of relying on a single indicator, this tool acts as a Committee of Models, only firing long or short signals when a specific user-defined threshold of mathematical agreement is met.

The 7 Quantitative Modules

Kalman Filter: A noise-reduction algorithm that tracks the underlying price trend by filtering out "market noise."

Stat-Arb Z-Score: Measures price deviation from the mean (Standard Deviation) to identify extreme overbought/oversold conditions.

Regime Detection: Uses the ADX (Average Directional Index) and 200-day SMA to determine if the market is trending or ranging.

Volatility Risk: Analyzes the Rate of Change (ROC) of volatility to identify periods of stabilizing or expanding risk.

Linear Regression Slope: Measures the velocity and angle of the current price trend.

Momentum Cluster: Combines RSI and ROC to confirm that price movement is backed by real strength.

Beta/Correlation (SPY): Analyzes the asset's correlation to the S&P 500 (SPY) to ensure the move is supported by broader market beta.

Key Features
Ensemble Scoring: Each module outputs a score of +1 (Bullish), -1 (Bearish), or 0 (Neutral).

Weighted Thresholds: Users can set a "Signal Threshold" (e.g., 3). A signal only triggers when the net score across all 7 models exceeds that number.

Real-Time Dashboard: A visual table on the chart displays the status of every internal module simultaneously, providing full transparency into why a signal is occurring.

Multi-Asset Analysis: Includes an integrated request.security call to pull S&P 500 data for institutional-grade correlation analysis.

[Technical Specifics
Script Version: Pine Script v6

Overlay: Yes (Plots directly on price)

Visuals: Dynamic background coloring, trend-following "Quant Line," and signal shapes for easy entry/exit identification.

How to Use
Confirmation: Use the Dashboard to see if the majority of models are aligned.

Aggressive vs. Conservative: Lower the Threshold input for more frequent signals, or raise it to 5 or 6 for high-conviction, institutional-style setups.

Trend Following: The central line (Kalman Filter) changes color based on the aggregate score, serving as a dynamic trailing stop or trend bias indicator.

오픈 소스 스크립트

트레이딩뷰의 진정한 정신에 따라, 이 스크립트의 작성자는 이를 오픈소스로 공개하여 트레이더들이 기능을 검토하고 검증할 수 있도록 했습니다. 작성자에게 찬사를 보냅니다! 이 코드는 무료로 사용할 수 있지만, 코드를 재게시하는 경우 하우스 룰이 적용된다는 점을 기억하세요.

sizmical

면책사항

해당 정보와 게시물은 금융, 투자, 트레이딩 또는 기타 유형의 조언이나 권장 사항으로 간주되지 않으며, 트레이딩뷰에서 제공하거나 보증하는 것이 아닙니다. 자세한 내용은 이용 약관을 참조하세요.

오픈 소스 스크립트

sizmical