Statistical Correction Probability

Statistical Correction Probability (KDE Reversal Timer)

Overview

Most reversal indicators fail because they attempt to predict a single, exact "turning point" in a noisy market. The Statistical Correction Probability indicator takes a different approach. Based on the legendary Paul Levine Top Bottom Finder (TBF) methodology, this tool utilizes a multi-parameter grid search and Gaussian Kernel Density Estimation (KDE) to identify high-probability zones for price corrections.

Instead of one discrete signal, it generates hundreds of potential exhaustion points and merges them into a continuous probability distribution. This allows you to see exactly where different market scenarios converge—providing a "heat map" for market exhaustion.

Core Innovation: From Discrete Events to Probability

Traditional TBF indicators are sensitive to "launching points" and intraday noise. This indicator solves that by:

  1. Multi-Parameter Grid Search: Running hundreds of simulations across various shifts and volume multipliers.

  2. KDE Smoothing: Applying a Gaussian Kernel (3σ radius) to transform raw data into a smooth, readable bell curve.

  3. Statistical Confluence: The higher the peak, the more "agreement" there is between different mathematical scenarios that a correction is imminent.

Key Technical Features

  • 5-Buffer Visual Architecture: Clearly see the probability curve and three distinct confidence zones (High, Medium, and Low).

  • Institutional-Grade Statistics: The indicator outputs the Mean Bar Position (central tendency) and Standard Deviation (timing certainty) directly to your terminal.

  • Dual Normalization Modes: * Percentage Mode: Scaled 0–100% for intuitive trend exhaustion reading.

    • Pure Probability: Mathematically pure distribution (sums to 1.0) for advanced quantitative analysis.

  • Noise Reduction: The Gaussian smoothing filters out "spurious" events, ensuring you only focus on significant clusters of exhaustion.

How to Trade with This Indicator

  • Peak Probability: When the blue line enters the Lime Green (High Confidence) zone, the market is at a critical statistical exhaustion point.

  • Timing Precision: A narrow, tall distribution indicates high timing precision. A wide, flat distribution suggests a broader "reversal zone" rather than a specific entry.

  • Risk Stratification: Use the confidence zones to scale your position sizes. High-confidence zones justify higher conviction.

Input Parameters

  • VWAP/TBF Launch Times: Set your anchor points for the calculation.

  • Max Shift & Volume Multiplier: Control the depth of the grid search.

  • Kernel Bandwidth: Adjust the smoothness of the probability curve.

  • Calculation Timeframe: Perform high-resolution analysis (e.g., M1) while viewing on a higher chart timeframe.

Why Choose This Tool?

Unlike standard oscillators (RSI, Stochastic) that simply measure speed, the Statistical Correction Probability indicator measures confluence. It answers the question: "How many different mathematical models agree that the price should reverse here?"

Experience the power of Gaussian statistics and Levine’s TBF logic in one professional package.

User Guide:

  1. Set Launch Points: Configure the VWAP and Top/Bottom Finder (TBF) launch points according to Paul Levine's methodology.

  2. Adjust for Timeframe & Data: Tune the Maximum Shift Bars and Multiplier parameters based on the level of noise and data irregularities on your lower timeframe. As a starting point, use:

    • Maximum Shift Bars: 15

    • Multiplier: 60

  3. Set Calculation Granularity: Configure the Confidence Timeframe. A shorter (lesser) timeframe will result in a more granular, detailed calculation.

  4. View Raw Data: To analyze unprocessed data, disable normalization and enable the "raw events" setting.

  5. Set Confidence Levels: Adjust the High Confidence and Medium Confidence thresholds according to your individual risk tolerance.

Important Note: This process requires the Anchored VWAP tool. If you do not have it, please send me a direct message after your purchase. I will provide it to you free of charge, along with detailed instructions on Paul Levine's methodology.

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A tool for on-chart strategy backtesting and performance analysis. A utility for developing, debugging, and testing custom trading ideas and indicator functions. An indicator designed to quickly test trading concepts and visualize the effectiveness of different input parameters. An all-in-one sandbox for testing everything from simple crossovers to complex, multi-condition trading systems.
This indicator uses support and resistance, volume and some special formula to calculate the volume to filter the candles. If the volume reaches a specific value, And at the same time, Candle breaks the support/resistance line, There would be a signal and we can enter the market. Signals appear when the current candle closes. then you can enter the trade when a new candle appears. Please don't forget to follow your money management plan. MT4 Version Support/Resistance Breakout MT4 :   https:/
DESCRIZIONE ICSM (Impulse-Correction SCOB Mapper) è l'indicatore che analizza il movimento dei prezzi e identifica impulsi validi, correzioni e SCOB (Single Candle Order Block). È uno strumento potente che può essere utilizzato con qualsiasi tipo di analisi tecnica perché è flessibile, informativo, facile da usare e migliora sostanzialmente la consapevolezza del trader delle zone di interesse più liquide. IMPOSTAZIONI Generale | Visivi Tema colore — definisce il tema colore dell'ICSM. SCOB
First time on MetaTrader, introducing IQ Star Lines - an original Vedic Astrology based indicator. "Millionaires don't use astrology, billionaires do" . - J.P. Morgan, Legendary American financier and banker. IQ Star Lines, an unique astrological indicator purely based on   Vedic astrology   calculations, published for the   first time on Metatrader.  This unique tool plots dynamic planetary grid lines based on real-time stars, constellations, and celestial movements, which allows you to plot t
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Cumulative Divergence Pro: Market Microstructure Analytics Cumulative Divergence Pro is a sophisticated oscillator-type tool designed to provide traders with a deep-tier perspective on price dynamics. Unlike traditional divergence indicators that rely on arbitrary peaks and valleys, this tool operates at a granular, bar-by-bar level , utilizing statistical percentiles to identify hidden contradictions between price movement and internal candle strength. By accumulating these "divergence events"
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