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LinearRegressionChannel
//+------------------------------------------------------------------+
//| LinearRegressionChannel.mq5 |
//| Copyright © 2008, dimicr |
//| http://www.signalsbg.com |
//+------------------------------------------------------------------+
#property copyright "Copyright © 2008, dimicr"
#property link "http://www.signalsbg.com"
#property description "LinearRegression Channel"
//---- indicator version number
#property version "1.00"
//---- drawing the indicator in the main window
#property indicator_chart_window
//---- number of indicator buffers 3
#property indicator_buffers 3
//---- only 5 graphical plots are used
#property indicator_plots 3
//+-----------------------------------+
//| Indicator drawing parameters |
//+-----------------------------------+
//---- drawing the indicator as a line
#property indicator_type1 DRAW_LINE
//---- blue-violet color is used as the color of the indicator line
#property indicator_color1 BlueViolet
//---- the indicator line is a dash-dotted curve
#property indicator_style1 STYLE_DASHDOTDOT
//---- indicator line width is equal to 1
#property indicator_width1 1
//---- displaying the indicator label
#property indicator_label1 "LinearRegression Line"
//+--------------------------------------------+
//| Levels indicator drawing parameters |
//+--------------------------------------------+
//---- drawing the levels as lines
#property indicator_type2 DRAW_LINE
#property indicator_type3 DRAW_LINE
//---- selection of Bollinger Bands colors
#property indicator_color2 Lime
#property indicator_color3 Red
//---- levels are dott-dash curves
#property indicator_style2 STYLE_DASHDOTDOT
#property indicator_style3 STYLE_DASHDOTDOT
//---- Bollinger Bands width is equal to 1
#property indicator_width2 1
#property indicator_width3 1
//---- display levels labels
#property indicator_label2 "LinearRegression Resistance"
#property indicator_label3 "LinearRegression Support"
//+-----------------------------------+
//| enumeration declaration |
//+-----------------------------------+
enum ENUM_USER_PRICE
{
MODE_CLOSE, //Èñïîëüçóåì close
MODE_HIGH_LOW //Èñïîëüçóåì high è low
};
//+-----------------------------------+
//| INDICATOR INPUT PARAMETERS |
//+-----------------------------------+
input ENUM_USER_PRICE UserPrice=MODE_CLOSE; //price mode
input uint barsToCount=50; //Number of bars for calculation
//+-----------------------------------+
//---- declaration of a dynamic array that further
// will be used as an indicator buffer
double LineBuffer[];
//---- declaration of dynamic arrays that will further be
// used as indicator buffers
double ResBuffer[],SupBuffer[];
//---- Declaration of integer variables of data starting point
int min_rates_total;
//+------------------------------------------------------------------+
//| LinearRegression indicator initialization function |
//+------------------------------------------------------------------+
void OnInit()
{
//---- Initialization of variables of the start of data calculation
min_rates_total=int(barsToCount);
//---- set dynamic array as an indicator buffer
SetIndexBuffer(0,LineBuffer,INDICATOR_DATA);
//---- performing the shift of beginning of indicator drawing
PlotIndexSetInteger(0,PLOT_DRAW_BEGIN,min_rates_total);
//---- setting the indicator values that won't be visible on a chart
PlotIndexSetDouble(0,PLOT_EMPTY_VALUE,0);
//---- indexing elements in the buffer as time series
ArraySetAsSeries(LineBuffer,true);
//---- setting dynamic arrays as indicator buffers
SetIndexBuffer(1,ResBuffer,INDICATOR_DATA);
SetIndexBuffer(2,SupBuffer,INDICATOR_DATA);
//---- set the position, from which the Bollinger Bands drawing starts
PlotIndexSetInteger(1,PLOT_DRAW_BEGIN,min_rates_total);
PlotIndexSetInteger(2,PLOT_DRAW_BEGIN,min_rates_total);
//---- restriction to draw empty values for the indicator
PlotIndexSetDouble(1,PLOT_EMPTY_VALUE,0);
PlotIndexSetDouble(2,PLOT_EMPTY_VALUE,0);
//---- indexing elements in the buffer as time series
ArraySetAsSeries(ResBuffer,true);
ArraySetAsSeries(SupBuffer,true);
//---- initializations of variable for indicator short name
string shortname;
StringConcatenate(shortname,"LinearRegression(",EnumToString(UserPrice),", ",barsToCount,")");
//--- creation of the name to be displayed in a separate sub-window and in a pop up help
IndicatorSetString(INDICATOR_SHORTNAME,shortname);
//--- determining the accuracy of displaying the indicator values
IndicatorSetInteger(INDICATOR_DIGITS,_Digits+1);
//---- end of initialization
}
//+------------------------------------------------------------------+
//| LinearRegression iteration function |
//+------------------------------------------------------------------+
int OnCalculate(
const int rates_total, // amount of history in bars at the current tick
const int prev_calculated,// amount of history in bars at the previous tick
const datetime &time[],
const double &open[],
const double &high[],
const double &low[],
const double &close[],
const long &tick_volume[],
const long &volume[],
const int &spread[]
)
{
//---- checking the number of bars to be enough for calculation
if(rates_total<min_rates_total) return(0);
//---- indexing elements in arrays as timeseries
ArraySetAsSeries(high,true);
ArraySetAsSeries(low,true);
ArraySetAsSeries(close,true);
//---- performing the shift of beginning of indicator drawing
int DRAW_BEGIN=rates_total-min_rates_total-1;
PlotIndexSetInteger(0,PLOT_DRAW_BEGIN,DRAW_BEGIN);
PlotIndexSetInteger(0,PLOT_DRAW_BEGIN,DRAW_BEGIN);
PlotIndexSetInteger(0,PLOT_DRAW_BEGIN,DRAW_BEGIN);
//---- declaration of variables with a floating point
double a,b,c,res,
sumy=0.0,
sumx=0.0,
sumxy=0.0,
sumx2=0.0,
h=0.0,l=0.0;
//---- Declaration of integer variables
int bar,limit;
//---- calculation of the 'limit' starting index for the bars erasing loop
if(prev_calculated>rates_total || prev_calculated<=0)// checking for the first start of the indicator calculation
{
limit=rates_total-min_rates_total-1;
}
else limit=rates_total-prev_calculated;
//---- erase already unnecessary data
for(bar=limit+min_rates_total; bar>min_rates_total && !IsStopped(); bar--)
{
LineBuffer[bar]=0.0;
SupBuffer[bar]=0.0;
ResBuffer[bar]=0.0;
}
for(bar=0; bar<min_rates_total; bar++)
{
sumy+=close[bar];
sumxy+=close[bar]*bar;
sumx+=bar;
sumx2+=bar*bar;
}
//----
c=sumx2*barsToCount-sumx*sumx;
if(!c)
{
Alert("Error in linear regression!");
return(0);
}
//---- Line equation
b=(sumxy*barsToCount-sumx*sumy)/c;
a=(sumy-sumx*b)/barsToCount;
//---- Linear regression line in buffer
for(bar=0; bar<min_rates_total; bar++)
LineBuffer[bar]=a+b*bar;
//---- Use PRICE_CLOSE for support-resistance
if(UserPrice==MODE_CLOSE)
for(bar=0; bar<min_rates_total; bar++)
{
h=MathMax(h,close[bar]-LineBuffer[bar]);
l=MathMax(l,LineBuffer[bar]-close[bar]);
}
//---- Use HIGH - LOW
else
for(bar=0; bar<min_rates_total; bar++)
{
h=MathMax(h,high[bar]-LineBuffer[bar]);
l=MathMax(l,LineBuffer[bar]-low[bar]);
}
//---- Drawing support - resistance lines
if(h>l) res=h;
else res=l;
for(bar=0; bar<min_rates_total; bar++)
{
SupBuffer[bar]=a-res+b*bar;
ResBuffer[bar]=a+res+b*bar;
}
//----
return(rates_total);
}
//+------------------------------------------------------------------+
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