Implementing Intraday VWAP and Standard Deviation Bands in ProBuilder

27 Jul 2023
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This code snippet demonstrates how to calculate the Volume Weighted Average Price (VWAP) and its standard deviation bands for intraday trading using the ProBuilder language. The VWAP is a trading benchmark used by traders that gives the average price a security has traded at throughout the day, based on both volume and price. It is important for traders to understand the price trend and trading range of the stock.

//PRC_VWAP Bands v11 intraday
//04/07/2022
//Nicolas @ www.prorealcode.com
//Sharing ProRealTime knowledge
d = max(1, intradaybarindex)
VWAP = SUMMATION[d](volume*typicalprice)/SUMMATION[d](volume)
if(intradaybarindex=0) then
  sd = 0
else
  p1 = SUMMATION[d](volume*typicalprice)
  p2 = SUMMATION[d](volume)
  p3 = SUMMATION[d](volume*typicalprice*typicalprice)
  ma = p1/p2
  ma2 = p3/p2
  sd = sqrt(abs(ma2 - ma * ma))
endif
SDup1 = vwap+sd
SDlw1 = vwap-sd
SDup2 = vwap+sd*2
SDlw2 = vwap-sd*2
SDup3 = vwap+sd*3
SDlw3 = vwap-sd*3
if vwap>vwap[1] then
  color = 1
else
  color = -1
endif
//yesterday vwap
if intradaybarindex=0 then
  yVWAP = VWAP[1]
endif
RETURN VWAP coloured by color as "VWAP", SDup1 coloured(102,102,102) as "upper 1 STD", SDlw1 coloured(102,102,102) as "lower 1 STD", SDup2 coloured(102,102,102) as "upper 2 STD", SDlw2 coloured(102,102,102) as "lower 2 STD", SDup3 coloured(102,102,102) as "upper 3 STD", SDlw3 coloured(102,102,102) as "lower 3 STD", yVWAP as "yesterday VWAP"

Explanation of the Code:

  • Initialization: The variable d is set to the maximum of 1 or the current intraday bar index, ensuring there is no division by zero in calculations.
  • VWAP Calculation: VWAP is calculated using the formula where the numerator is the summation of product of volume and typical price over d bars, and the denominator is the summation of volume over d bars.
  • Standard Deviation Calculation: If it’s the first bar of the day (intradaybarindex=0), standard deviation (sd) is set to 0. Otherwise, it calculates the mean (ma) and mean squared (ma2) prices weighted by volume, and then computes the standard deviation.
  • Standard Deviation Bands: These are calculated by adding or subtracting multiples of the standard deviation from the VWAP to create bands around the VWAP.
  • Color Coding: The VWAP line is colored based on whether the current VWAP is greater than the previous bar’s VWAP.
  • Yesterday’s VWAP: At the start of each day, the previous day’s VWAP is stored in yVWAP.

This code is a practical example of how to implement VWAP and its standard deviation bands for intraday trading analysis in ProBuilder, providing insights into market trends and volatility.

Related Post

Check out this related content for more information:

https://www.prorealcode.com/topic/vwap-band-indicator/#post-196713

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What is a Snippet? A snippet is a small, reusable chunk of code designed to solve specific tasks quickly. Think of it as a shortcut that helps you achieve your coding goals without reinventing the wheel. How to Use: Simply copy the snippet and paste it into your project where needed. Don't forget to tweak it to fit your context. Snippets are not just time-savers; they're also learning tools to help you become a more efficient coder.
Nicolas Master
I created ProRealCode because I believe in the power of shared knowledge. I spend my time coding new tools and helping members solve complex problems. If you are stuck on a code or need a fresh perspective on a strategy, I am always willing to help. Welcome to the community!
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