Files
QuanTAlib/quantower/Statistics/SlopeIndicator.cs
T
2024-11-08 17:11:18 -08:00

72 lines
2.2 KiB
C#

using System.Drawing;
using TradingPlatform.BusinessLayer;
namespace QuanTAlib;
public class SlopeIndicator : Indicator, IWatchlistIndicator
{
[InputParameter("Period", sortIndex: 1, 2, 1000, 1, 0)]
public int Period { get; set; } = 20;
[IndicatorExtensions.DataSourceInput]
public SourceType Source { get; set; } = SourceType.Close;
private Slope? slope;
protected LineSeries? SlopeSeries;
protected LineSeries? LineSeries;
protected string? SourceName;
public int MinHistoryDepths => Period;
int IWatchlistIndicator.MinHistoryDepths => MinHistoryDepths;
public SlopeIndicator()
{
Name = "Slope";
Description = "Calculates the slope of a linear regression line for the specified period";
SeparateWindow = true;
SourceName = Source.ToString();
SlopeSeries = new("Slope", color: IndicatorExtensions.Statistics, 2, LineStyle.Solid);
LineSeries = new("Regression Line", Color.Red, 1, LineStyle.Solid);
AddLineSeries(SlopeSeries);
AddLineSeries(LineSeries);
}
protected override void OnInit()
{
slope = new Slope(Period);
SourceName = Source.ToString();
base.OnInit();
}
protected override void OnUpdate(UpdateArgs args)
{
TValue input = this.GetInputValue(args, Source);
TValue result = slope!.Calc(input);
SlopeSeries!.SetValue(result.Value);
if (slope.Line.HasValue)
{
LineSeries!.SetValue(slope.Line.Value);
}
}
public override string ShortName
{
get
{
var result = $"Slope ({Period}:{SourceName})";
if (slope != null)
{
result += $" Slope: {Math.Round(SlopeSeries!.GetValue(), 6)}";
if (slope.Line.HasValue)
result += $", Line: {Math.Round(slope.Line.Value, 6)}";
if (slope.Intercept.HasValue)
result += $", Intercept: {Math.Round(slope.Intercept.Value, 6)}";
if (slope.RSquared.HasValue)
result += $", R²: {Math.Round(slope.RSquared.Value, 6)}";
}
return result;
}
}
}