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def test_trend_free_pre_whitening_modification_test(NoTrendData, TrendData, arbitrary_1d_data):
# check with no trend data
NoTrendRes = mk.trend_free_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.trend_free_pre_whitening_modification_test(TrendData)
assert TrendRes.trend == 'increasing'
assert TrendRes.h == True
assert TrendRes.p == 0.0
assert TrendRes.Tau == 1.0
# check with arbitrary data
result = mk.trend_free_pre_whitening_modification_test(arbitrary_1d_data)
assert result.trend == 'no trend'
def test_trend_free_pre_whitening_modification_test(NoTrendData, TrendData, arbitrary_1d_data):
# check with no trend data
NoTrendRes = mk.trend_free_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.trend_free_pre_whitening_modification_test(TrendData)
assert TrendRes.trend == 'increasing'
assert TrendRes.h == True
assert TrendRes.p == 0.0
assert TrendRes.Tau == 1.0
# check with arbitrary data
result = mk.trend_free_pre_whitening_modification_test(arbitrary_1d_data)
assert result.trend == 'no trend'
assert result.h == False
assert result.p == 0.7755465706913385
assert result.z == -0.28512735834365455
assert result.Tau == -0.010198135198135198
assert result.s == -630.0
assert result.var_s == 4866576.0
NoTrendRes = mk.trend_free_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.trend_free_pre_whitening_modification_test(TrendData)
assert TrendRes.trend == 'increasing'
assert TrendRes.h == True
assert TrendRes.p == 0.0
assert TrendRes.Tau == 1.0
# check with arbitrary data
result = mk.trend_free_pre_whitening_modification_test(arbitrary_1d_data)
assert result.trend == 'no trend'
assert result.h == False
assert result.p == 0.7755465706913385
assert result.z == -0.28512735834365455
assert result.Tau == -0.010198135198135198
assert result.s == -630.0
assert result.var_s == 4866576.0