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WT - Tick Volume Bars
05/12/2025
Desktop
Kể từ 13/01/2025
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Ảnh "WT - Tick Volume Bars" được tải lênẢnh "WT - Tick Volume Bars" được tải lênẢnh "WT - Tick Volume Bars" được tải lên

Tick Volume Bars is an information-driven bar sampling method that creates bars based on cumulative volume reaching an adaptive threshold. Unlike time-based bars, Volume Bars adjust to market activity levels using real-time flow imbalance measurements.


Best For: Traders who care about total participation and volume distribution.

Core Metric: Tick Volume (V) - Total market activity


Version 1.0
Use Comments Section to ask for more details
Available for Video Session with Setup Guide after Purchase


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Core Concept

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Traditional Time Bars: Fixed intervals (1 min, 5 min, etc.)

  • Problem: Market activity varies dramatically
  • Same time period can contain 10 ticks or 10,000 ticks

Volume Bars: Variable intervals based on Volume

  • Solution: Bars complete when sufficient volume accumulated
  • Adapts to market activity using EWMA threshold

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Mathematical Framework

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1. Tick Classification (Tick Rule) - Each tick is classified as buy or sell based on price movement.

2. EWMA Buy Proportion - Tracks the running proportion of buy ticks using exponential weighting.

3. Adaptive Threshold Calculation - The threshold adjusts based on the dominant flow direction.

4. Volume Accumulation - Track cumulative buy and sell volumes.

5. Bar Completion Condition - A bar completes when cumulative volume reaches the adaptive threshold.

6. Delta Calculation - The delta measures order flow imbalance.

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Parameter Reference

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Core Settings

  • Expected Bar Size E[T]: Target Volume per Bar
  • EWMA Alpha: Smoothing factor

Fallback Mode

  • Use Fallback Time-Based: Enable time-based bars ( enable sampling Volume data based on fixed time intervals)
  • Fallback Minutes: Custom Time interval for data sampling

Daily Reset

  • Daily Reset: Enable Volume Sampling Calculations Reset for each New Day / Session
  • Reset Hour: Hour for reset
  • Reset Minute: Minute for reset
  • GMT Offset: Timezone offset

Volume Filter

  • Enable Volume Filter: Toggle filtering - indicator will display only Filtered Volume Bars
  • Min Volume: Minimum volume threshold

Visual Settings

  • Show Volume Bar Labels: Toggle labels
  • Show Divergence Markers: Toggle divergence markers
  • Color Chart Candles: Toggle chart coloring
  • Bar Transparency: Volume Bars OHLC transparency
  • Bull/Bear Colors: Volume Bars Colors

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References

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  • López de Prado, M. - Advances in Financial Machine Learning
  • Chapter on "Information-Driven Bars"
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