Volume Acceptance Bands [PhenLabs]

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Volume Acceptance Bands [PhenLabs]
v1.0 — Volume cluster detection with 3-state adaptive breakout bands

スナップショット

📌 OVERVIEW

Volume Acceptance Bands uses statistical volume anomaly detection to identify price levels where the market has temporarily “accepted” a range — then tracks what happens when that acceptance breaks. Every bar is assigned one of three exclusive states: Acceptance, Expansion, or Mean-Revert, giving you a clear read on whether the market is building energy, breaking out, or rejecting a move.

The core mechanism is a rolling z-score applied to volume. When volume spikes above a configurable threshold for a configurable number of consecutive bars, those bars form a “cluster” and their combined high/low becomes the acceptance range. The bands persist on the chart until the next qualifying cluster overwrites them.


📊 HOW IT WORKS

  1. Z-Score Computation
    • Each bar’s volume is normalized against a rolling mean and standard deviation over the lookback period
    • A bar is flagged as a spike when its z-score exceeds the threshold (default: 2.0)
    • Zero-stdev environments (flat volume) are safely handled to prevent division errors
  2. Cluster Formation
    • Consecutive spike bars accumulate into a cluster
    • The cluster’s high/low envelope is tracked in real time
    • Once the cluster reaches the minimum duration (default: 2 bars), the acceptance range locks in
    • A non-spike bar resets the cluster tracker
  3. Cluster Quality Score (CQS)
    • Displayed as a label the moment a new cluster locks in
    • Formula: CQS = volume z-score × wick rejection ratio
    • Wick rejection ratio measures how strongly price closed toward one extreme of the spike bar
    • Higher CQS = stronger cluster = more meaningful acceptance zone
  4. Three-State Classification
    • Acceptance: Price is inside the acceptance range — neutral background, no signal
    • Expansion: Price closes (or wicks, user-configurable) beyond the band with optional volume confirmation — bullish teal background + triangle marker
    • Mean-Revert: Price breaches a band but closes back inside — bearish red background + triangle marker
  5. Anti-Repaint Design
    • All state assignments and signal markers fire inside barstate.isconfirmed
    • No request.security calls — no lookahead of any kind



    🔑 POINTS OF INNOVATION

    • Z-score volume anomaly detection — statistically principled, not a simple MA multiple
    • Three-state regime classifier with per-state visual identity (Acceptance / Expansion / Mean-Revert)
    • Cluster Quality Score — original composite metric combining volume strength and wick rejection
    • Persistent acceptance range — survives until the next qualifying cluster overwrites it
    • Breakout confirmation toggle — close-beyond vs wick-beyond prevents wick trap false signals
    • Volume confirmation gate for Expansion — optional requirement that breakout bars are themselves volume spikes



    🔧 SETTINGS

    Volume Cluster Detection
    • Volume Lookback | Default: 20 | Range: 5–200 | Bars used to compute the rolling z-score baseline
    • Z-Score Threshold | Default: 2.0 | Range: 0.5–6.0 | Minimum z-score to classify a bar as a volume spike. Higher = rarer clusters
    • Min Cluster Duration | Default: 2 | Range: 1–20 | Consecutive spike bars required to lock in an acceptance range


    Breakout Confirmation
    • Require Close Beyond Band | Default: ON | ON = breakout requires a close beyond the band; OFF = a wick is sufficient
    • Require Volume Confirmation for Expansion | Default: ON | Expansion signals also require the breakout bar to be a volume spike


    Display
    • Background Shading | Default: ON | Shades chart background by current market state
    • Show Cluster Quality Score | Default: ON | Shows CQS label when a new cluster locks in
    • Show Expansion / Mean-Revert Signals | Default: ON | Triangle markers on state-change bars


    Colors
    • Acceptance Background, Expansion Background, Mean-Revert Background
    • Upper Band, Lower Band, Band Fill
    • Expansion Signal, Mean-Revert Signal



    🔥 ALERTS

    • VAB — Expansion Breakout: fires on confirmed Expansion state bars
    • VAB — Mean-Revert Rejection: fires on confirmed Mean-Revert state bars
    • VAB — New Cluster Locked: fires the bar a new acceptance zone is established (includes CQS value in message)



    🎨 VISUAL GUIDE

    • Teal upper band = acceptance zone ceiling
    • Red lower band = acceptance zone floor
    • Filled channel = the active acceptance range
    • Teal background = Expansion (confirmed breakout)
    • Red background = Mean-Revert (failed breakout / rejection)
    • Neutral/gray background = Acceptance (price inside range)
    • Orange label = Cluster Quality Score fires when a new zone is established



    📖 USAGE NOTES

    • Works on all markets with reliable volume data: equities, crypto, futures, forex
    • Best on 15m, 1H, 4H, and Daily timeframes where volume clusters are most meaningful
    • A higher Z-Score Threshold (3.0+) produces fewer but higher-conviction clusters — useful on higher timeframes
    • A lower Z-Score Threshold (1.5–1.8) produces more clusters — useful for scalping on lower timeframes
    • CQS above 1.5 generally indicates a high-conviction acceptance zone worth watching
    • Combine with a trend filter: take Expansion signals in the direction of the prevailing trend only



    ✅ WORKS WELL WITH

    • Trend filters (EMA, VWAP) to qualify Expansion direction
    • Support/resistance zones to anticipate Mean-Revert locations
    • Volatility tools (ATR-based) to size positions on Expansion breakouts




    ⚠️ DISCLAIMER

    This indicator is for educational and research purposes only. It is not financial advice and does not constitute a trading recommendation. Past performance in backtests or historical evaluations does not guarantee future results. Always conduct your own due diligence before making any trading or investment decisions.

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