Linear regression value - time series forecast by footon
3852 downloads / 2928 views / Created: 24.05.2013 Average Rating: 0
Indicator Description
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//==============================================================
// Forex Strategy Builder
// Copyright (c) Miroslav Popov. All rights reserved.
//==============================================================
// THIS CODE IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND,
// EITHER EXPRESSED OR IMPLIED, INCLUDING BUT NOT LIMITED TO
// THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
// A PARTICULAR PURPOSE.
//==============================================================
using System;
using System.Drawing;
using ForexStrategyBuilder.Infrastructure.Entities;
using ForexStrategyBuilder.Infrastructure.Enums;
using ForexStrategyBuilder.Infrastructure.Interfaces;
namespace ForexStrategyBuilder.Indicators.Store
{
public class LinearRegressionValue : Indicator
{
public LinearRegressionValue()
{
IndicatorName = "Linear regression value - time series forecast";
PossibleSlots = SlotTypes.OpenFilter | SlotTypes.CloseFilter;
SeparatedChart = true;
//SeparatedChartMinValue = -3;
//SeparatedChartMaxValue = 3;
IndicatorAuthor = "Footon";
IndicatorVersion = "2.0";
IndicatorDescription = "Footon's indi corner: custom indicators for FSB and FST.";
}
public override void Initialize(SlotTypes slotType)
{
SlotType = slotType;
IndParam.IndicatorType = TypeOfIndicator.IndicatorsMA;
// The ComboBox parameters
IndParam.ListParam[0].Caption = "Logic";
IndParam.ListParam[0].ItemList = new string[]
{
"The fast line rises",
"The fast line falls",
"The fast line changes its direction upward",
"The fast line changes its direction downward",
"The fast line crosses the slow line upward",
"The fast line crosses the slow line downward",
"The fast line is higher than the slow line",
"The fast line is lower than the slow line"
};
IndParam.ListParam[0].Index = 0;
IndParam.ListParam[0].Text = IndParam.ListParam[0].ItemList[IndParam.ListParam[0].Index];
IndParam.ListParam[0].Enabled = true;
IndParam.ListParam[0].ToolTip = "Logic of application of the oscillator.";
IndParam.ListParam[2].Caption = "Base price";
IndParam.ListParam[2].ItemList = Enum.GetNames(typeof(BasePrice));
IndParam.ListParam[2].Index = (int)BasePrice.Close;
IndParam.ListParam[2].Text = IndParam.ListParam[2].ItemList[IndParam.ListParam[2].Index];
IndParam.ListParam[2].Enabled = true;
IndParam.ListParam[2].ToolTip = "The price ";
IndParam.ListParam[3].Caption = "Z Smoothing method";
IndParam.ListParam[3].ItemList = Enum.GetNames(typeof(MAMethod));
IndParam.ListParam[3].Index = (int)MAMethod.Simple;
IndParam.ListParam[3].Text = IndParam.ListParam[3].ItemList[IndParam.ListParam[3].Index];
IndParam.ListParam[3].Enabled = true;
IndParam.ListParam[3].ToolTip = "method";
IndParam.ListParam[1].Caption = "buffer Smoothing method";
IndParam.ListParam[1].ItemList = Enum.GetNames(typeof(MAMethod));
IndParam.ListParam[1].Index = (int)MAMethod.Simple;
IndParam.ListParam[1].Text = IndParam.ListParam[1].ItemList[IndParam.ListParam[1].Index];
IndParam.ListParam[1].Enabled = true;
IndParam.ListParam[1].ToolTip = "method";
IndParam.ListParam[4].Caption = "Trigger Smoothing method";
IndParam.ListParam[4].ItemList = Enum.GetNames(typeof(MAMethod));
IndParam.ListParam[4].Index = (int)MAMethod.Simple;
IndParam.ListParam[4].Text = IndParam.ListParam[4].ItemList[IndParam.ListParam[4].Index];
IndParam.ListParam[4].Enabled = true;
IndParam.ListParam[4].ToolTip = "method";
// The NumericUpDown parameters
IndParam.NumParam[0].Caption = "Smoothing period";
IndParam.NumParam[0].Value = 20;
IndParam.NumParam[0].Min = 1;
IndParam.NumParam[0].Max = 200;
IndParam.NumParam[0].Enabled = true;
IndParam.NumParam[0].ToolTip = "The period ";
IndParam.NumParam[1].Caption = "Level";
IndParam.NumParam[1].Value = 100;
IndParam.NumParam[1].Min = 0;
IndParam.NumParam[1].Max = 200;
//IndParam.NumParam[1].Point = 1;
IndParam.NumParam[1].Enabled = true;
IndParam.NumParam[1].ToolTip = "A critical level (for the appropriate logic).";
IndParam.NumParam[2].Caption = "LRVForecast";
IndParam.NumParam[2].Value = 0;
IndParam.NumParam[2].Min = -200;
IndParam.NumParam[2].Max = 200;
IndParam.NumParam[2].Enabled = true;
IndParam.NumParam[2].ToolTip = "The period of forecast < 0 => future; > 0 => past";
IndParam.NumParam[3].Caption = "Shift";
IndParam.NumParam[3].Value = 1;
IndParam.NumParam[3].Min = 1;
IndParam.NumParam[3].Max = 200;
IndParam.NumParam[3].Enabled = true;
IndParam.NumParam[3].ToolTip = "The period ";
// The CheckBox parameters
IndParam.CheckParam[0].Caption = "Use previous bar value";
IndParam.CheckParam[0].Enabled = true;
IndParam.CheckParam[0].ToolTip = "Use the indicator value from the previous bar.";
return;
}
public override void Calculate(IDataSet dataSet)
{
DataSet = dataSet;
// Reading the parameters
BasePrice basePrice = (BasePrice)IndParam.ListParam[2].Index;
int LRVPeriod = (int)IndParam.NumParam[0].Value;
double dLevel = IndParam.NumParam[1].Value;
MAMethod maMethod = (MAMethod )IndParam.ListParam[3].Index;
MAMethod maMethodf = (MAMethod )IndParam.ListParam[1].Index;
MAMethod maMethods = (MAMethod )IndParam.ListParam[4].Index;
int LRVForecast = (int)IndParam.NumParam[2].Value;
int Shift = (int)IndParam.NumParam[3].Value;
int iPrvs = IndParam.CheckParam[0].Checked ? 1 : 0;
// Calculation
double[] Zscore = new double[Bars];
double[] buffer = new double[Bars];
double[] Trigger = new double[Bars];
double[] stdevi = new double[Bars];
int iFirstBar = LRVPeriod + Shift + 2;
double[] adBasePrice = Price(basePrice);
double[] price = MovingAverage(1, 0, maMethod, adBasePrice);
double sumXSqr = LRVPeriod * (LRVPeriod-1) * (2*LRVPeriod-1) / 6.0;
double sumX = LRVPeriod * (LRVPeriod-1) * 0.5;
for(int iBar = iFirstBar; iBar < Bars; iBar++)
{
double sumXY = 0;
double sumY = 0;
//
//
//
//
//
for (int k=0; k
/// Sets the indicator logic description
///
public override void SetDescription()
{
EntryFilterLongDescription = "the " + ToString() + " ";
EntryFilterShortDescription = "the " + ToString() + " ";
ExitFilterLongDescription = "the " + ToString() + " ";
ExitFilterShortDescription = "the " + ToString() + " ";
switch (IndParam.ListParam[0].Text)
{
case "The fast line rises":
EntryFilterLongDescription += "rises";
EntryFilterShortDescription += "falls";
ExitFilterLongDescription += "rises";
ExitFilterShortDescription += "falls";
break;
case "The fast line falls":
EntryFilterLongDescription += "falls";
EntryFilterShortDescription += "rises";
ExitFilterLongDescription += "falls";
ExitFilterShortDescription += "rises";
break;
case "The fast line is higher than the level line":
EntryFilterLongDescription += "is higher than the level line";
EntryFilterShortDescription += "is lower than the level line";
ExitFilterLongDescription += "is higher than the level line";
ExitFilterShortDescription += "is lower than the level line";
break;
case "The fast line is lower than the level line":
EntryFilterLongDescription += "is lower than the level line";
EntryFilterShortDescription += "is higher than the level line";
ExitFilterLongDescription += "is lower than the level line";
ExitFilterShortDescription += "is higher than the level line";
break;
case "The fast line crosses the level line upward":
EntryFilterLongDescription += "crosses the level line upward";
EntryFilterShortDescription += "crosses the level line downward";
ExitFilterLongDescription += "crosses the level line upward";
ExitFilterShortDescription += "crosses the level line downward";
break;
case "The fast line crosses the level line downward":
EntryFilterLongDescription += "crosses the level line downward";
EntryFilterShortDescription += "crosses the level line upward";
ExitFilterLongDescription += "crosses the level line downward";
ExitFilterShortDescription += "crosses the level line upward";
break;
case "The fast line changes its direction upward":
EntryFilterLongDescription += "changes its direction upward";
EntryFilterShortDescription += "changes its direction downward";
ExitFilterLongDescription += "changes its direction upward";
ExitFilterShortDescription += "changes its direction downward";
break;
case "The fast line changes its direction downward":
EntryFilterLongDescription += "changes its direction downward";
EntryFilterShortDescription += "changes its direction upward";
ExitFilterLongDescription += "changes its direction downward";
ExitFilterShortDescription += "changes its direction upward";
break;
default:
break;
}
return;
}
///
/// Indicator to string
///
public override string ToString()
{
string sString = IndicatorName +
(IndParam.CheckParam[0].Checked ? "* (" : " (") +
IndParam.ListParam[1].Text + ", " + // Smoothing method
IndParam.ListParam[2].Text + ", " + // Signal line method
IndParam.ListParam[3].Text + ", " + // Base price
IndParam.NumParam[0].ValueToString + ", " + // RSI period
IndParam.NumParam[1].ValueToString + ")"; // slow line period
return sString;
}
}
}
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Copyright © 2006 - 2024, Forex Software Ltd.;