Files
QuanTAlib/lib/statistics/kendall/Kendall.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

137 lines
4.5 KiB
C#

using TradingPlatform.BusinessLayer;
namespace QuanTAlib.Tests;
public sealed class KendallIndicatorTests
{
[Fact]
public void KendallIndicator_Constructor_SetsDefaults()
{
var indicator = new KendallIndicator();
Assert.Equal(20, indicator.Period);
Assert.Equal(SourceType.Close, indicator.Source);
Assert.Equal(SourceType.Open, indicator.Source2);
Assert.True(indicator.ShowColdValues);
Assert.Equal("KENDALL - Kendall Tau-a Rank Correlation", indicator.Name);
Assert.True(indicator.SeparateWindow);
Assert.True(indicator.OnBackGround);
}
[Fact]
public void KendallIndicator_MinHistoryDepths_EqualsTwo()
{
var indicator = new KendallIndicator();
Assert.Equal(2, KendallIndicator.MinHistoryDepths);
Assert.Equal(2, ((IWatchlistIndicator)indicator).MinHistoryDepths);
}
[Fact]
public void KendallIndicator_ShortName_IncludesPeriodAndSources()
{
var indicator = new KendallIndicator { Period = 20 };
Assert.Contains("KENDALL", indicator.ShortName, StringComparison.Ordinal);
Assert.Contains("20", indicator.ShortName, StringComparison.Ordinal);
}
[Fact]
public void KendallIndicator_Initialize_CreatesInternalKendall()
{
var indicator = new KendallIndicator { Period = 10 };
indicator.Initialize();
Assert.Single(indicator.LinesSeries);
}
[Fact]
public void KendallIndicator_ProcessUpdate_HistoricalBar_ComputesValue()
{
var indicator = new KendallIndicator { Period = 5 };
indicator.Initialize();
var now = DateTime.UtcNow;
indicator.HistoricalData.AddBar(now, 100, 105, 95, 102);
var args = new UpdateArgs(UpdateReason.HistoricalBar);
indicator.ProcessUpdate(args);
Assert.Equal(1, indicator.LinesSeries[0].Count);
}
[Fact]
public void KendallIndicator_ProcessUpdate_NewBar_ComputesValue()
{
var indicator = new KendallIndicator { Period = 5 };
indicator.Initialize();
var now = DateTime.UtcNow;
indicator.HistoricalData.AddBar(now, 100, 105, 95, 102);
indicator.HistoricalData.AddBar(now.AddMinutes(1), 102, 108, 100, 106);
indicator.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
indicator.ProcessUpdate(new UpdateArgs(UpdateReason.NewBar));
Assert.Equal(2, indicator.LinesSeries[0].Count);
}
[Fact]
public void KendallIndicator_ProcessUpdate_NewTick_ProcessesWithoutError()
{
var indicator = new KendallIndicator { Period = 5 };
indicator.Initialize();
var now = DateTime.UtcNow;
indicator.HistoricalData.AddBar(now, 100, 105, 95, 102);
indicator.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
double firstValue = indicator.LinesSeries[0].GetValue(0);
indicator.ProcessUpdate(new UpdateArgs(UpdateReason.NewTick));
double secondValue = indicator.LinesSeries[0].GetValue(0);
Assert.True(double.IsNaN(firstValue) || double.IsFinite(firstValue));
Assert.True(double.IsNaN(secondValue) || double.IsFinite(secondValue));
}
[Fact]
public void KendallIndicator_MultipleUpdates_ProducesSequence()
{
var indicator = new KendallIndicator { Period = 3 };
indicator.Initialize();
var now = DateTime.UtcNow;
double[] opens = [100, 101, 102, 103, 104, 105];
double[] closes = [100, 101, 102, 103, 104, 105];
for (int i = 0; i < opens.Length; i++)
{
indicator.HistoricalData.AddBar(now.AddMinutes(i), opens[i], opens[i] + 5, opens[i] - 5, closes[i]);
indicator.ProcessUpdate(new UpdateArgs(i == 0 ? UpdateReason.HistoricalBar : UpdateReason.NewBar));
}
Assert.Equal(opens.Length, indicator.LinesSeries[0].Count);
}
[Fact]
public void KendallIndicator_DifferentSourceTypes_Work()
{
var sources = new[] { SourceType.Open, SourceType.High, SourceType.Low, SourceType.Close, SourceType.HL2, SourceType.HLC3 };
foreach (var source in sources)
{
var indicator = new KendallIndicator { Period = 5, Source = source, Source2 = SourceType.Close };
indicator.Initialize();
var now = DateTime.UtcNow;
indicator.HistoricalData.AddBar(now, 100, 105, 95, 102);
// Should not throw and should produce output
indicator.ProcessUpdate(new UpdateArgs(UpdateReason.HistoricalBar));
Assert.Equal(1, indicator.LinesSeries[0].Count);
}
}
}