feat: Dpo, Tsi, Vortex, Bpp, Cci, Cfo, Tr, Ui, Vc, Vov, Vr, Vs, Mfi, Nvi, Obv, Pvi, Pvo, Pvol, Pvr, Pvt, Tvi

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Miha
2024-10-30 13:45:36 -07:00
parent 06c6875970
commit 6231bab9e5
34 changed files with 3151 additions and 254 deletions
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using System.Runtime.CompilerServices;
namespace QuanTAlib;
/// <summary>
/// NVI: Negative Volume Index
/// A cumulative indicator that focuses on days when volume decreases from the previous day.
/// It is based on the premise that smart money is active on days with lower volume.
/// </summary>
/// <remarks>
/// The NVI calculation process:
/// 1. Compare current volume with previous volume
/// 2. If current volume is less than previous volume:
/// NVI = Previous NVI + (((Close - Previous Close) / Previous Close) * Previous NVI)
/// 3. If current volume is greater than or equal to previous volume:
/// NVI = Previous NVI
///
/// Key characteristics:
/// - Cumulative indicator
/// - Only updates on lower volume days
/// - Starts at base value of 1000
/// - Focuses on smart money activity
/// - Volume-driven measure
///
/// Formula:
/// If Volume < Previous Volume:
/// NVI = Previous NVI + (Price % Change * Previous NVI)
/// Else:
/// NVI = Previous NVI
///
/// Market Applications:
/// - Smart money tracking
/// - Trend identification
/// - Market timing
/// - Volume analysis
/// - Price confirmation
///
/// Sources:
/// Paul Dysart - Original development (1930s)
/// Norman Fosback - Further development
/// https://www.investopedia.com/terms/n/nvi.asp
///
/// Note: Rising NVI suggests smart money is buying, while falling NVI suggests smart money is selling
/// </remarks>
[SkipLocalsInit]
public sealed class Nvi : AbstractBase
{
private double _prevClose;
private double _prevVolume;
private double _prevNvi;
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public Nvi()
{
WarmupPeriod = 2; // Need previous volume and close
Name = "NVI";
Init();
}
/// <param name="source">The data source object that publishes updates.</param>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public Nvi(object source) : this()
{
var pubEvent = source.GetType().GetEvent("Pub");
pubEvent?.AddEventHandler(source, new BarSignal(Sub));
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public override void Init()
{
base.Init();
_prevClose = 0;
_prevVolume = 0;
_prevNvi = 1000; // Standard starting value
}
[MethodImpl(MethodImplOptions.AggressiveInlining)]
protected override void ManageState(bool isNew)
{
if (isNew)
{
_lastValidValue = Value;
_index++;
}
}
[MethodImpl(MethodImplOptions.AggressiveInlining | MethodImplOptions.AggressiveOptimization)]
protected override double Calculation()
{
ManageState(BarInput.IsNew);
// Skip first period to establish previous values
if (_index == 1)
{
_prevClose = BarInput.Close;
_prevVolume = BarInput.Volume;
return _prevNvi;
}
// Calculate NVI
if (BarInput.Volume < _prevVolume)
{
double priceChange = ((BarInput.Close - _prevClose) / _prevClose);
_prevNvi += priceChange * _prevNvi;
}
// Store current values for next calculation
_prevClose = BarInput.Close;
_prevVolume = BarInput.Volume;
IsHot = _index >= WarmupPeriod;
return _prevNvi;
}
}