Handling Zero Volume Cases in VWAP Calculation

22 Feb 2016
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This code snippet demonstrates how to handle cases where the volume is zero during the calculation of the Volume Weighted Average Price (VWAP). This is particularly useful to ensure that the VWAP calculation does not include periods with no trading activity, which could skew the average price.

if SUMMATION[d](volume) <> 0 then
    VWAP = SUMMATION[d](volume * typicalprice) / SUMMATION[d](volume)
else
    vwap = 0
endif

Explanation of the Code:

  • The code uses an if statement to check if the total volume for the day (SUMMATION[d](volume)) is not equal to zero.
  • If the volume is not zero, the VWAP is calculated using the formula:
    • VWAP = SUMMATION[d](volume * typicalprice) / SUMMATION[d](volume)
    • This formula multiplies each price by its corresponding volume, sums up these products over the day, and then divides by the total volume of the day.
  • If the volume is zero, the VWAP is set to zero. This prevents division by zero errors and ensures that periods with no trading activity do not affect the VWAP calculation.
  • The endif statement marks the end of the conditional block.

This approach ensures that the VWAP calculation is robust and handles days with no trading activity gracefully, providing more accurate and reliable metrics for analysis.

Related Post

Check out this related content for more information:

https://www.prorealcode.com/topic/division-by-zero-error-2/page/2/#post-135735

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https://market.prorealcode.com/store/volume-profile-solutions/ - Trading since 2008, using PRT since 2009, PRC forums moderator since 2016, helping out when I can. Using personal algorithmic universal market model (any market, any timeframe, self-adaptating no optimisation required), and volume profile and tape personal tools. Scientific coding skills from past life in aerospace sector, in Computational Fluid Dynamics.
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