15 lines
406 B
Python
15 lines
406 B
Python
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import numpy as np
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from collections import Counter, deque
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def bootstrap(m, nsample, resample_len, nresamples, f):
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whole_sample = np.zeros(nsample)
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whole_sample[m:] = 1
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results = deque()
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for _ in range(nresamples):
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sample = np.random.choice(whole_sample, resample_len)
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results.append(f(sample))
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results = np.array(results).astype(np.double)
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return np.std(results)
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