Files
QuanTAlib/lib/statistics/ztest/Ztest.Quantower.Tests.cs
T
Miha Kralj b3a64f18fa Implement ZTEST: One-Sample t-Test Statistic with validation tests
- Added Ztest class to compute the one-sample t-statistic using sample standard deviation with Bessel correction.
- Implemented validation tests for Ztest to ensure accuracy against manual calculations and PineScript.
- Updated documentation for Ztest, detailing its mathematical foundation, performance profile, and common pitfalls.
- Adjusted NDepend badges to reflect changes in code metrics after implementation.
- Updated missing indicators report to reflect the completion of statistical indicators, including ZTEST.
2026-02-16 16:54:36 -08:00

118 lines
3.6 KiB
C#

using TradingPlatform.BusinessLayer;
using QuanTAlib;
namespace QuanTAlib.Tests;
public sealed class ZtestIndicatorTests
{
[Fact]
public void ZtestIndicator_Constructor_SetsDefaults()
{
var indicator = new ZtestIndicator();
Assert.Equal(30, indicator.Period);
Assert.Equal(0.0, indicator.Mu0);
Assert.True(indicator.ShowColdValues);
Assert.Contains("ZTEST", indicator.Name, StringComparison.Ordinal);
Assert.True(indicator.SeparateWindow);
Assert.True(indicator.OnBackGround);
Assert.Equal(SourceType.Close, indicator.Source);
}
[Fact]
public void ZtestIndicator_MinHistoryDepths_EqualsZero()
{
var indicator = new ZtestIndicator { Period = 30 };
Assert.Equal(0, ZtestIndicator.MinHistoryDepths);
IWatchlistIndicator watchlistIndicator = indicator;
Assert.Equal(0, watchlistIndicator.MinHistoryDepths);
}
[Fact]
public void ZtestIndicator_Initialize_CreatesInternalZtest()
{
var indicator = new ZtestIndicator { Period = 10 };
// Initialize should not throw
indicator.Initialize();
// After init, line series should exist
Assert.Single(indicator.LinesSeries);
Assert.Equal("t-stat", indicator.LinesSeries[0].Name);
}
[Fact]
public void ZtestIndicator_ProcessUpdate_HistoricalBar_ComputesValue()
{
var indicator = new ZtestIndicator { Period = 5 };
indicator.Initialize();
var now = DateTime.UtcNow;
for (int i = 0; i < 20; i++)
{
indicator.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i);
var args = new UpdateArgs(UpdateReason.HistoricalBar);
indicator.ProcessUpdate(args);
}
double tStat = indicator.LinesSeries[0].GetValue(0);
Assert.True(double.IsFinite(tStat));
}
[Fact]
public void ZtestIndicator_DifferentSourceTypes()
{
var indicator = new ZtestIndicator { Period = 5, Source = SourceType.Open };
indicator.Initialize();
var now = DateTime.UtcNow;
for (int i = 0; i < 10; i++)
{
indicator.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i);
var args = new UpdateArgs(UpdateReason.HistoricalBar);
indicator.ProcessUpdate(args);
}
double tStat = indicator.LinesSeries[0].GetValue(0);
Assert.True(double.IsFinite(tStat));
}
[Fact]
public void ZtestIndicator_ShortName_IncludesPeriod()
{
var indicator = new ZtestIndicator { Period = 20 };
Assert.Equal("ZTEST(20)", indicator.ShortName);
}
[Fact]
public void ZtestIndicator_NewBar_UpdatesValue()
{
var indicator = new ZtestIndicator { Period = 5 };
indicator.Initialize();
var now = DateTime.UtcNow;
// Add enough bars to warm up
for (int i = 0; i < 10; i++)
{
indicator.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i);
var args = new UpdateArgs(UpdateReason.HistoricalBar);
indicator.ProcessUpdate(args);
}
_ = indicator.LinesSeries[0].GetValue(0);
// Add a new bar with a very different value
indicator.HistoricalData.AddBar(now.AddMinutes(10), 200, 210, 190, 205);
var newArgs = new UpdateArgs(UpdateReason.NewBar);
indicator.ProcessUpdate(newArgs);
double valueAfter = indicator.LinesSeries[0].GetValue(0);
// Value should change after adding a significantly different bar
Assert.True(double.IsFinite(valueAfter));
}
}