cox_regression.tests.test_stacking module

Test suite for testing the correctness of the stacking function.

class cox_regression.tests.test_stacking.TestSurvivalStacking(methodName='runTest')

Bases: TestCase

Test cases for survival stacking module

test_failure_at_end_times()

Validates that failures are recorded at the end of a time bin. The data and the solution have been created by hand.

Return type:

None

test_stack_lifelines()

Validates the time-varying stack function using a lifelines data set. The input dataset is a toy example from lifelines. The solution has been created by hand.

Return type:

None

test_stack_static_lifelines()

Validates non-time varying stacking function, no time bins. Uses a small data set from lifelines. Tested against a manually stacked version.

Return type:

None

test_stack_static_lifelines_time_bins()

Validates non-time varying stacking function with time bins Uses a small data set from lifelines. Tested against a manually stacked version.

Return type:

None

test_stack_toy_example()

Validates the stack function using a handwritten toy example. The data and the solution have been created by hand.

Return type:

None