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36 lines
1.2 KiB
36 lines
1.2 KiB
1 year ago
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"""
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This type stub file was generated by pyright.
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"""
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"""Algorithms to support fitting routines in seaborn plotting functions."""
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def bootstrap(*args, **kwargs): # -> NDArray[Unknown]:
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"""Resample one or more arrays with replacement and store aggregate values.
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Positional arguments are a sequence of arrays to bootstrap along the first
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axis and pass to a summary function.
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Keyword arguments:
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n_boot : int, default 10000
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Number of iterations
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axis : int, default None
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Will pass axis to ``func`` as a keyword argument.
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units : array, default None
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Array of sampling unit IDs. When used the bootstrap resamples units
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and then observations within units instead of individual
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datapoints.
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func : string or callable, default np.mean
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Function to call on the args that are passed in. If string, tries
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to use as named method on numpy array.
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seed : Generator | SeedSequence | RandomState | int | None
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Seed for the random number generator; useful if you want
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reproducible resamples.
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Returns
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-------
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boot_dist: array
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array of bootstrapped statistic values
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"""
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...
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