Calculating Average Duration of Trend Phases in Financial Markets

27 Nov 2016
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This ProBuilder code snippet is designed to calculate the average duration of trend phases over a specified number of recent trends in financial market data. It uses a combination of moving averages and standard deviation to define trend boundaries and counts the number of bars (candles) each trend lasts before reversing.


// --- settings
SignalPeriod = 12
ArrowPeriod = 2
xTrendDurationAverage = 10
// --- end of settings

bbup = average[signalperiod] + std[signalperiod] * arrowperiod
bbdn = average[signalperiod] - std[signalperiod] * arrowperiod

if ts=0 then
    if close crosses over bbup then
        ts=bbdn
        trend=1
    elsif close crosses under bbdn then
        ts=bbup
        trend=-1
    endif
endif

if trend=1 then
    ts=max(ts,bbdn)
elsif trend=-1 then
    ts=min(ts,bbup)
endif

if trend=1 and close crosses under ts then
    trend=-1
    ts=bbup
    t=t+1 //trend count
    $bardiff[t]=barindex-lastbarindex //trend duration in bars
    lastbarindex=barindex
endif

if trend=-1 and close crosses over ts then
    trend=1
    ts=bbdn
    t=t+1 //trend count
    $bardiff[t]=barindex-lastbarindex //trend duration in bars
    lastbarindex=barindex
endif

//average of trend duration
if t>xTrendDurationAverage then
    diff=0
    for i = t downto t-xTrendDurationAverage do
        diff=diff+$bardiff[i]
    next
    trendavg=diff/xTrendDurationAverage
endif

return trendavg as "average of previous X trend duration"

This code snippet operates by defining upper and lower boundaries for trends based on a moving average and its standard deviation. Here’s a breakdown of its functionality:

  • Setting Parameters: Users can adjust the SignalPeriod, ArrowPeriod, and xTrendDurationAverage to fit their analysis needs.
  • Calculating Boundaries: The upper and lower boundaries for trend determination are calculated using the moving average and standard deviation of the closing prices over a defined period.
  • Trend Detection: The script checks for crosses over or under these boundaries to determine trend reversals and initiates a new trend count.
  • Duration Tracking: Each time a trend reversal is detected, the duration of the trend (in bars) is recorded.
  • Average Duration Calculation: After accumulating enough data (more than xTrendDurationAverage trends), the average duration of these trends is calculated and outputted.

This tool is useful for traders who want to gauge the stability or volatility of the market by understanding how long trends typically last before reversing.

Related Post

Check out this related content for more information:

https://www.prorealcode.com/topic/buy-sell-magical-trend/page/2/#post-215711

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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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