iact_estimator.tests.test_statistics
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.. py:module:: iact_estimator.tests.test_statistics

.. autoapi-nested-parse::

   Tests for the statistics module.

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Classes
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.. autoapisummary::

   iact_estimator.tests.test_statistics.TestSigmaToProbability
   iact_estimator.tests.test_statistics.TestProbabilityToSigma
   iact_estimator.tests.test_statistics.TestSignificanceLiMa
   iact_estimator.tests.test_statistics.TestStatisticsRoundTrip


Module Contents
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.. py:class:: TestSigmaToProbability

   
   Tests for sigma_to_probability function.
















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   .. py:method:: test_sigma_1()

      
      Test conversion of 1-sigma significance.
















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   .. py:method:: test_sigma_2()

      
      Test conversion of 2-sigma significance.
















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   .. py:method:: test_sigma_3()

      
      Test conversion of 3-sigma significance.
















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   .. py:method:: test_sigma_5()

      
      Test conversion of 5-sigma significance.
















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   .. py:method:: test_zero_sigma()

      
      Test conversion of 0-sigma significance.
















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   .. py:method:: test_negative_sigma()

      
      Test conversion of negative sigma.
















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   .. py:method:: test_array_input()

      
      Test conversion with array input.
















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.. py:class:: TestProbabilityToSigma

   
   Tests for probability_to_sigma function.
















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   .. py:method:: test_inversion_1_sigma()

      
      Test that probability_to_sigma inverts sigma_to_probability.
















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   .. py:method:: test_inversion_5_sigma()

      
      Test inversion for 5-sigma significance.
















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   .. py:method:: test_probability_half()

      
      Test conversion of probability=0.5 (0-sigma).
















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   .. py:method:: test_small_probability()

      
      Test conversion of small probability (high significance).
















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   .. py:method:: test_array_input()

      
      Test conversion with array input.
















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.. py:class:: TestSignificanceLiMa

   
   Tests for significance_li_ma function.
















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   .. py:method:: test_no_excess()

      
      Test with no excess events.
















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   .. py:method:: test_positive_excess()

      
      Test with positive excess.
















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   .. py:method:: test_off_region_scaling()

      
      Test with different alpha (OFF region scaling).
















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   .. py:method:: test_high_significance()

      
      Test case with high significance.
















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   .. py:method:: test_typical_iact_case()

      
      Test typical IACT observation case.
















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   .. py:method:: test_with_expected_signal()

      
      Test with expected signal parameter.
















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   .. py:method:: test_zero_counts()

      
      Test with zero counts.
















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   .. py:method:: test_small_alpha()

      
      Test with small alpha value (many OFF regions).
















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.. py:class:: TestStatisticsRoundTrip

   
   Tests for round-trip conversions.
















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   .. py:method:: test_sigma_probability_roundtrip()

      
      Test round-trip conversion for various sigma values.
















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   .. py:method:: test_probability_sigma_roundtrip()

      
      Test round-trip conversion for various probability values.
















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