19 lines
419 B
Python
19 lines
419 B
Python
from typing import List
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import numpy as np
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import scipy.stats as stats
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def analyze(name: str, data: List[np.ndarray]):
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F, p = stats.f_oneway(*data)
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print(f"F-stats for {name}: {F}")
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print(f"p-value for {name}: {p}")
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if p > 0.05:
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print("statistically insignificant\n")
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return
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print("statistically significant")
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tukey_results = stats.tukey_hsd(*data)
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print(tukey_results)
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