mgcpy.benchmarks.hypothesis_tests.three_sample_test package¶
Subpackages¶
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.