pelicun.tests.basic.test_uq

These are unit and integration tests on the uq module of pelicun.

Note: Test functions that require reading the expected test results from a file should include a reset=False argument to enable automatic reset from the reset_all_test_data function in reset_tests.py.

Functions

test_DeterministicRandomVariable_inverse_transform()
test_EmpiricalRandomVariable_inverse_transform()
test_LogNormalRandomVariable_cdf()
test_LogNormalRandomVariable_inverse_transform()
test_LogNormalRandomVariable_variable_theta_cdf()
test_LogNormalRandomVariable_variable_theta_inverse_transform()
test_MultilinearCDFRandomVariable()
test_MultilinearCDFRandomVariable_cdf()
test_MultilinearCDFRandomVariable_inverse_transform()
test_MultinomialRandomVariable()
test_NormalRandomVariable()
test_NormalRandomVariable_cdf()
test_NormalRandomVariable_inverse_transform()
test_NormalRandomVariable_variable_theta_cdf()
test_NormalRandomVariable_variable_theta_inverse_transform()
test_Normal_COV()
test_Normal_COV_cdf()
test_Normal_COV_inverse_transform()
test_Normal_STD()
test_Normal_STD_cdf()
test_Normal_STD_inverse_transform()
test_RandomVariableRegistry_generate_sample(*)
test_RandomVariable_Set()
test_RandomVariable_Set_apply_correlation(*)
test_RandomVariable_Set_apply_correlation_special()
test_RandomVariable_Set_orthotope_density(*)
test_RandomVariable_perfect_correlation()
test_UniformRandomVariable_cdf()
test_UniformRandomVariable_inverse_transform()
test_WeibullRandomVariable()
test_WeibullRandomVariable_cdf()
test_WeibullRandomVariable_inverse_transform()
test__OLS_percentiles()
test__get_limit_probs()
test__get_std_corr_matrix()
test__get_std_samples()
test__get_theta()
test__mvn_scale()
test__neg_log_likelihood()
test_fit_distribution_to_percentiles()
test_fit_distribution_to_sample_multivariate()
test_fit_distribution_to_sample_univariate()
test_mvn_orthotope_density()
test_rv_class_map()
test_scale_distribution()