Category Trend  Published on 12/12/2021

Variable Moving Average Bands

Description

VMA Bands are ATR bands with VMA as its center. For a description of options, refer to VMA: Variable Moving Average (VMA) Indicator

 

Github: GitHub - Doustzadeh/cTrader-Indicator

 


using System;
using cAlgo.API;
using cAlgo.API.Indicators;

namespace cAlgo
{
    [Indicator(IsOverlay = true, AutoRescale = false, AccessRights = AccessRights.None)]
    public class VariableMovingAverageBands : Indicator
    {
        [Parameter("Source")]
        public DataSeries Source { get; set; }

        [Parameter("VMA Periods", DefaultValue = 6, MinValue = 2)]
        public int Periods { get; set; }

        [Parameter("ATR Periods", DefaultValue = 6)]
        public int AtrBandPeriods { get; set; }

        [Parameter("ATR MA Type", DefaultValue = MovingAverageType.Simple)]
        public MovingAverageType AtrBandMaType { get; set; }

        [Parameter("Band Multipler", DefaultValue = 1.5, MinValue = 0)]
        public double BandMultipler { get; set; }

        [Output("Top", LineColor = "DodgerBlue", LineStyle = LineStyle.Solid)]
        public IndicatorDataSeries Top { get; set; }

        [Output("Bottom", LineColor = "Red", LineStyle = LineStyle.Solid)]
        public IndicatorDataSeries Bottom { get; set; }

        [Output("VMA", LineColor = "Gold", LineStyle = LineStyle.Solid, Thickness = 2)]
        public IndicatorDataSeries VMA { get; set; }

        private IndicatorDataSeries pdmS, mdmS, pdiS, mdiS, iS;
        private AverageTrueRange ATR;

        protected override void Initialize()
        {
            pdmS = CreateDataSeries();
            mdmS = CreateDataSeries();
            pdiS = CreateDataSeries();
            mdiS = CreateDataSeries();
            iS = CreateDataSeries();

            ATR = Indicators.AverageTrueRange(AtrBandPeriods, AtrBandMaType);
        }

        public override void Calculate(int index)
        {
            if (index < 1)
            {
                pdmS[index] = 0;
                mdmS[index] = 0;
                pdiS[index] = 0;
                mdiS[index] = 0;
                iS[index] = 0;
                VMA[index] = 0;
                return;
            }

            double k = 1.0 / Periods;

            double pdm = Math.Max((Source[index] - Source[index - 1]), 0);
            double mdm = Math.Max((Source[index - 1] - Source[index]), 0);

            pdmS[index] = ((1 - k) * pdmS[index - 1]) + (k * pdm);
            mdmS[index] = ((1 - k) * mdmS[index - 1]) + (k * mdm);

            double s = pdmS[index] + mdmS[index];
            double pdi = pdmS[index] / s;
            double mdi = mdmS[index] / s;

            pdiS[index] = ((1 - k) * pdiS[index - 1]) + (k * pdi);
            mdiS[index] = ((1 - k) * mdiS[index - 1]) + (k * mdi);

            double d = Math.Abs(pdiS[index] - mdiS[index]);
            double s1 = pdiS[index] + mdiS[index];

            iS[index] = ((1 - k) * iS[index - 1]) + (k * d / s1);

            double hhv = iS.Maximum(Periods);
            double llv = iS.Minimum(Periods);
            double dif = hhv - llv;
            double vI = (iS[index] - llv) / dif;

            VMA[index] = ((1 - (k * vI)) * VMA[index - 1]) + (k * vI * Source[index]);

            double o = BandMultipler * ATR.Result[index];
            Top[index] = VMA[index] + o;
            Bottom[index] = VMA[index] - o;
        }

    }
}


Doustzadeh's avatar
Doustzadeh

Joined on 20.03.2016

  • Distribution: Free
  • Language: C#
  • Trading platform: cTrader Automate
  • File name: Variable Moving Average Bands.algo
  • Rating: 0
  • Installs: 1112
  • Modified: 12/12/2021 18:09
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