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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.
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using TradingPlatform.BusinessLayer;
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namespace QuanTAlib.Tests;
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public class QuantileIndicatorTests
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{
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[Fact]
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public void QuantileIndicator_Constructor_DefaultValues()
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{
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var indicator = new QuantileIndicator();
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Assert.Equal(14, indicator.Period);
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Assert.Equal(0.5, indicator.QuantileLevel);
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Assert.False(indicator.SeparateWindow);
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}
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[Fact]
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public void QuantileIndicator_MinHistoryDepths()
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{
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var indicator = new QuantileIndicator { Period = 20 };
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Assert.Equal(20, indicator.Period);
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}
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[Fact]
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public void QuantileIndicator_Initialize_CreatesInternalQuantile()
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{
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var indicator = new QuantileIndicator { Period = 10, QuantileLevel = 0.75 };
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indicator.Initialize();
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Assert.Equal("Quantile 10 (0.75)", indicator.ShortName);
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}
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[Fact]
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public void QuantileIndicator_ProcessUpdate_HistoricalBar_ComputesValue()
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{
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var indicator = new QuantileIndicator { Period = 5, QuantileLevel = 0.75 };
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indicator.Initialize();
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// Add historical data
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var now = DateTime.UtcNow;
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for (int i = 0; i < 20; i++)
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{
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indicator.HistoricalData.AddBar(now.AddMinutes(i), 100 + i, 110 + i, 90 + i, 105 + i);
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var args = new UpdateArgs(UpdateReason.HistoricalBar);
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indicator.ProcessUpdate(args);
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}
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// Line series should have a value
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double quantile = indicator.LinesSeries[0].GetValue(0);
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// Quantile of a trending series should be finite
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Assert.True(double.IsFinite(quantile));
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}
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}
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