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saimadhu-polamuri/Two-sample test.py

Created October 16, 2023 11:00
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Two-sample test.py
from scipy.stats import ks_2samp
import numpy as np
# Generate two random samples from normal distributions
sample1 = np.random.normal(loc=0, scale=1, size=100)
sample2 = np.random.normal(loc=0.5, scale=1, size=100)
# Perform two-sample KS test
statistic, pvalue = ks_2samp(sample1, sample2)
print('Test statistic:', statistic)
print('P-value:', pvalue)
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