//+------------------------------------------------------------------+
//| StdDev Volatility.mq5 |
//| Copyright 2023, MetaQuotes Ltd. |
//| https://www.mql5.com |
//+------------------------------------------------------------------+
#property copyright "Copyright 2023, MetaQuotes Ltd."
#property link "https://www.mql5.com"
#property version "1.00"
#property description "The StdDev Volatility indicator is used to identify high and low volatility, identify potential entry and exit points for trades."
#property description "It uses standard deviation and moving average to create bands and traders can use this information to make buy or sell decisions."
#property strict
#include <MovingAverages.mqh>
#property indicator_chart_window
#property indicator_buffers 6
#property indicator_plots 4
#property indicator_type1 DRAW_LINE
#property indicator_color1 clrDarkSlateGray
#property indicator_style1 STYLE_SOLID
#property indicator_width1 2
#property indicator_type2 DRAW_LINE
#property indicator_color2 clrDarkSlateGray
#property indicator_style2 STYLE_SOLID
#property indicator_width2 2
#property indicator_type3 DRAW_FILLING
#property indicator_color3 C'30,49,49'//clrDarkSlateGray
#property indicator_style3 STYLE_SOLID
#property indicator_type4 DRAW_LINE
#property indicator_color4 C'30,49,49'//clrDarkSlateGray
#property indicator_style4 STYLE_SOLID
//--- input parametrs
input int InpStdDevPeriod=20; // Period
input int InpStdDevShift=0; // Shift
input double InpStdDeviations=2.0; // Deviations
input ENUM_MA_METHOD InpMAMethod=MODE_SMMA; // Method
//--- indicator buffers
double ExtStdDevBuffer[];
double ExtMABuffer[];
//---
double ExtUpperBand[];
double ExtLowerBand[];
double ExtUpperMiddleBand[];
double ExtLowerMiddleBand[];
//--- defines the variables for storing the calculated period, shift, and number of deviations
int ExtStdDevPeriod,ExtStdDevShift;
double ExtStdDeviations,Ext4thStdDev;
//+------------------------------------------------------------------+
//| Custom indicator initialization function |
//+------------------------------------------------------------------+
void OnInit()
{
//--- check for input values
if(InpStdDevPeriod<=1)
{
ExtStdDevPeriod=14;
PrintFormat("Incorrect value for input variable StdDevVolatilityPeriod=%d. Indicator will use value %d for calculations.",
InpStdDevPeriod,ExtStdDevPeriod);
}
else
ExtStdDevPeriod=InpStdDevPeriod;
if(InpStdDevShift<0)
{
ExtStdDevShift=0;
PrintFormat("Incorrect value for input variable InpStdDevVolatilityShift=%d. Indicator will use value %d for calculations.",
InpStdDevShift,ExtStdDevShift);
}
else
ExtStdDevShift=InpStdDevShift;
if(InpStdDeviations<1)
{
ExtStdDeviations=2;
PrintFormat("Incorrect value for input variable InpStdDevVolatilityDeviations=%d. Indicator will use value %d for calculations.",
InpStdDevShift,ExtStdDeviations);
}
else
ExtStdDeviations=InpStdDeviations;
//--- calculates a value for the 4th standard deviation
Ext4thStdDev=ExtStdDeviations*0.25;
//--- define indicator buffers as indexes
SetIndexBuffer(0,ExtUpperBand);
SetIndexBuffer(1,ExtLowerBand);
SetIndexBuffer(2,ExtUpperMiddleBand);
SetIndexBuffer(3,ExtLowerMiddleBand);
SetIndexBuffer(4,ExtStdDevBuffer,INDICATOR_CALCULATIONS);
SetIndexBuffer(5,ExtMABuffer,INDICATOR_CALCULATIONS);
//--- set indicator short name
string short_name=StringFormat("StdDev Volatility (%d): %s",ExtStdDevPeriod,EnumToString(InpMAMethod));
IndicatorSetString(INDICATOR_SHORTNAME,short_name);
PlotIndexSetString(0,PLOT_LABEL,"StdDevVolatilityUpperBand");
PlotIndexSetString(1,PLOT_LABEL,"StdDevVolatilityLowerBand");
PlotIndexSetString(2,PLOT_LABEL,"StdDevVolatilityUpperMiddleBand");
PlotIndexSetString(3,PLOT_LABEL,"StdDevVolatilityLowerMiddleBand");
//--- set index shift
PlotIndexSetInteger(0,PLOT_SHIFT,ExtStdDevShift);
PlotIndexSetInteger(1,PLOT_SHIFT,ExtStdDevShift);
PlotIndexSetInteger(2,PLOT_SHIFT,ExtStdDevShift);
PlotIndexSetInteger(3,PLOT_SHIFT,ExtStdDevShift);
}
//+------------------------------------------------------------------+
//| Custom indicator iteration function |
//+------------------------------------------------------------------+
int OnCalculate(const int rates_total,const int prev_calculated,const int begin,const double &price[])
{
if(rates_total<ExtStdDevPeriod)
return(0);
//--- starting work
int start=prev_calculated-1;
//--- correct position for first iteration
if(start<ExtStdDevPeriod)
{
start=ExtStdDevPeriod-1;
ArrayInitialize(ExtStdDevBuffer,0.0);
ArrayInitialize(ExtMABuffer,0.0);
ArrayInitialize(ExtUpperBand,0.0);
ArrayInitialize(ExtLowerBand,0.0);
ArrayInitialize(ExtUpperMiddleBand,0.0);
ArrayInitialize(ExtLowerMiddleBand,0.0);
PlotIndexSetInteger(0,PLOT_DRAW_BEGIN,ExtStdDevPeriod-1+begin);
}
//--- main cycle
switch(InpMAMethod)
{
case MODE_EMA :
for(int i=start; i<rates_total && !IsStopped(); i++)
{
if(i==ExtStdDevPeriod-1)
ExtMABuffer[i]=SimpleMA(i,ExtStdDevPeriod,price);
else
ExtMABuffer[i]=ExponentialMA(i,ExtStdDevPeriod,ExtMABuffer[i-1],price);
//--- Calculate StdDev
ExtStdDevBuffer[i]=StdDevFunc(price,ExtMABuffer,i);
//--- Calculate StdDev Bands
ExtUpperBand[i]=ExtMABuffer[i]+(ExtStdDeviations*ExtStdDevBuffer[i]);
ExtLowerBand[i]=ExtMABuffer[i]-(ExtStdDeviations*ExtStdDevBuffer[i]);
ExtUpperMiddleBand[i]=ExtMABuffer[i]+ExtStdDevBuffer[i]*Ext4thStdDev;
ExtLowerMiddleBand[i]=ExtMABuffer[i]-ExtStdDevBuffer[i]*Ext4thStdDev;
}
break;
case MODE_SMMA :
for(int i=start; i<rates_total && !IsStopped(); i++)
{
if(i==ExtStdDevPeriod-1)
ExtMABuffer[i]=SimpleMA(i,ExtStdDevPeriod,price);
else
ExtMABuffer[i]=SmoothedMA(i,ExtStdDevPeriod,ExtMABuffer[i-1],price);
//--- Calculate StdDev
ExtStdDevBuffer[i]=StdDevFunc(price,ExtMABuffer,i);
//--- Calculate StdDev Bands
ExtUpperBand[i]=ExtMABuffer[i]+(ExtStdDeviations*ExtStdDevBuffer[i]);
ExtLowerBand[i]=ExtMABuffer[i]-(ExtStdDeviations*ExtStdDevBuffer[i]);
ExtUpperMiddleBand[i]=ExtMABuffer[i]+ExtStdDevBuffer[i]*Ext4thStdDev;
ExtLowerMiddleBand[i]=ExtMABuffer[i]-ExtStdDevBuffer[i]*Ext4thStdDev;
}
break;
case MODE_LWMA :
for(int i=start; i<rates_total && !IsStopped(); i++)
{
ExtMABuffer[i]=LinearWeightedMA(i,ExtStdDevPeriod,price);
ExtStdDevBuffer[i]=StdDevFunc(price,ExtMABuffer,i);
//--- Calculate StdDev Bands
ExtUpperBand[i]=ExtMABuffer[i]+(ExtStdDeviations*ExtStdDevBuffer[i]);
ExtLowerBand[i]=ExtMABuffer[i]-(ExtStdDeviations*ExtStdDevBuffer[i]);
ExtUpperMiddleBand[i]=ExtMABuffer[i]+ExtStdDevBuffer[i]*Ext4thStdDev;
ExtLowerMiddleBand[i]=ExtMABuffer[i]-ExtStdDevBuffer[i]*Ext4thStdDev;
}
break;
default :
for(int i=start; i<rates_total && !IsStopped(); i++)
{
ExtMABuffer[i]=SimpleMA(i,ExtStdDevPeriod,price);
//--- Calculate StdDev
ExtStdDevBuffer[i]=StdDevFunc(price,ExtMABuffer,i);
//--- Calculate StdDev Bands
ExtUpperBand[i]=ExtMABuffer[i]+(ExtStdDeviations*ExtStdDevBuffer[i]);
ExtLowerBand[i]=ExtMABuffer[i]-(ExtStdDeviations*ExtStdDevBuffer[i]);
ExtUpperMiddleBand[i]=ExtMABuffer[i]+ExtStdDevBuffer[i]*Ext4thStdDev;
ExtLowerMiddleBand[i]=ExtMABuffer[i]-ExtStdDevBuffer[i]*Ext4thStdDev;
}
}
//--- OnCalculate done. Return new prev_calculated.
return(rates_total);
}
//+------------------------------------------------------------------+
//| Calculate Standard Deviation |
//+------------------------------------------------------------------+
double StdDevFunc(const double &price[],const double &ma_price[],const int position)
{
double dev=0.0;
for(int i=0; i<ExtStdDevPeriod; i++)
dev+=MathPow(price[position-i]-ma_price[position],2.0);
dev=MathSqrt(dev/ExtStdDevPeriod);
return(dev);
}
//+------------------------------------------------------------------+
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