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# check with no trend data
NoTrendRes = mk.pre_whitening_modification_test(NoTrendData)
assert NoTrendRes.trend == 'no trend'
assert NoTrendRes.h == False
assert NoTrendRes.p == 1.0
assert NoTrendRes.z == 0
assert NoTrendRes.Tau == 0.0
# check with trendy data
TrendRes = mk.pre_whitening_modification_test(TrendData)
assert TrendRes.trend == 'increasing'
assert TrendRes.h == True
assert TrendRes.p == 0.0
# check with arbitrary data
result = mk.pre_whitening_modification_test(arbitrary_1d_data)
assert result.trend == 'no trend'
assert result.h == False
assert result.p == 0.9212742990272651
assert result.z == -0.09882867695903437
assert result.Tau == -0.003545066045066045
assert result.s == -219.0
assert result.var_s == 4865719.0
def test_pre_whitening_modification_test(NoTrendData, TrendData, arbitrary_1d_data):
# check with no trend data
NoTrendRes = mk.pre_whitening_modification_test(NoTrendData)
assert NoTrendRes.trend == 'no trend'
assert NoTrendRes.h == False
assert NoTrendRes.p == 1.0
assert NoTrendRes.z == 0
assert NoTrendRes.Tau == 0.0
# check with trendy data
TrendRes = mk.pre_whitening_modification_test(TrendData)
assert TrendRes.trend == 'increasing'
assert TrendRes.h == True
assert TrendRes.p == 0.0
# check with arbitrary data
result = mk.pre_whitening_modification_test(arbitrary_1d_data)
assert result.trend == 'no trend'
assert result.h == False
def test_pre_whitening_modification_test(NoTrendData, TrendData, arbitrary_1d_data):
# check with no trend data
NoTrendRes = mk.pre_whitening_modification_test(NoTrendData)
assert NoTrendRes.trend == 'no trend'
assert NoTrendRes.h == False
assert NoTrendRes.p == 1.0
assert NoTrendRes.z == 0
assert NoTrendRes.Tau == 0.0
# check with trendy data
TrendRes = mk.pre_whitening_modification_test(TrendData)
assert TrendRes.trend == 'increasing'
assert TrendRes.h == True
assert TrendRes.p == 0.0
# check with arbitrary data
result = mk.pre_whitening_modification_test(arbitrary_1d_data)
assert result.trend == 'no trend'
assert result.h == False
assert result.p == 0.9212742990272651
assert result.z == -0.09882867695903437
assert result.Tau == -0.003545066045066045
assert result.s == -219.0
assert result.var_s == 4865719.0