def job_hotelling(sample_source, tr, te, r):
"""Hotelling T-squared test"""
with util.ContextTimer() as t:
htest = tst.HotellingT2Test(alpha=alpha)
result = htest.perform_test(te)
return {'test_method': htest,
'test_result': result,
'time_secs': t.secs}
def job_hotelling(prob_label, tr, te, r, ni, n):
"""Hotelling T-squared test"""
with util.ContextTimer() as t:
htest = tst.HotellingT2Test(alpha=alpha)
test_result = htest.perform_test(te)
return {
'test_method': htest,
'test_result': test_result,
'time_secs': t.secs
}
def job_hotelling(sample_source, tr, te, r):
"""Hotelling T-squared test"""
# Since text data are high-d, T-test will likely cause a LinAlgError because
# of the singular covariance matrix.
htest = tst.HotellingT2Test(alpha=alpha)
try:
test_result = htest.perform_test(te)
except np.linalg.linalg.LinAlgError:
test_result = {'alpha': alpha, 'pvalue': 1.0, 'test_stat': 1e-5,
'h0_rejected': False}
result = {'test_method': htest, 'test_result': test_result}
return result
def job_hotelling(sample_source, tr, te, r):
"""Hotelling T-squared test"""
htest = tst.HotellingT2Test(alpha=alpha)
return htest.perform_test(te)
def job_hotelling(prob_label, tr, te, r, ni, n):
"""Hotelling T-squared test"""
htest = tst.HotellingT2Test(alpha=alpha)
return htest.perform_test(te)
