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bundles / scipy 1.17.1 / scipy / stats / _resampling / BootstrapResult

class

scipy.stats._resampling:BootstrapResult

source: /scipy/stats/_resampling.py:273

Signature

class BootstrapResult(confidence_interval: ConfidenceInterval, bootstrap_distribution: np.ndarray, standard_error: float | np.ndarray) → None

Members

Summary

Result object returned by scipy.stats.bootstrap.

Attributes

confidence_interval : ConfidenceInterval

The bootstrap confidence interval as an instance of collections.namedtuple with attributes low and high.

bootstrap_distribution : ndarray

The bootstrap distribution, that is, the value of statistic for each resample. The last dimension corresponds with the resamples (e.g. res.bootstrap_distribution.shape[-1] == n_resamples).

standard_error : float or ndarray

The bootstrap standard error, that is, the sample standard deviation of the bootstrap distribution.

Aliases

  • scipy.stats._resampling.BootstrapResult