mgcpy.benchmarks.hypothesis_tests.three_sample_test package

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Submodules

mgcpy.benchmarks.hypothesis_tests.three_sample_test.power module

mgcpy.benchmarks.hypothesis_tests.three_sample_test.power.generate_three_two_d_gaussians(epsilon, num_samples, type=1)[source]
Three 2D Gaussians:
  • Type 1: all with same mean and covariance. mean = [0, 0] and cov = I

  • Type 2: two with same mean and covariance. mean = [0, 0] and cov = I; thrid: mean = [0, epsilon], cov = I

  • Type 3: means 1, 2, and 3 should form an equvilateral triangle on a circle

    with center (0, 0) and radius epsilon in 2d plane with cov = I.

mgcpy.benchmarks.hypothesis_tests.three_sample_test.power.power_given_epsilon(independence_test, simulation_type, epsilon, repeats=1000, alpha=0.05, additional_params={})[source]

Module contents