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bundles / scipy 2.0.0.dev0+git20260907.41eeb59 / scipy / stats / _sensitivity_analysis / SobolResult / bootstrap

function

scipy.stats._sensitivity_analysis:SobolResult.bootstrap

source: build-install/usr/lib/python3.14/site-packages/scipy/stats/_sensitivity_analysis.py:177

Signature

def bootstrap(self, confidence_level: DecimalNumber = 0.95, n_resamples: IntNumber = 999) → BootstrapSobolResult

Summary

Bootstrap Sobol' indices to provide confidence intervals.

Parameters

confidence_level : float, default: ``0.95``

The confidence level of the confidence intervals.

n_resamples : int, default: ``999``

The number of resamples performed to form the bootstrap distribution of the indices.

Returns

res : BootstrapSobolResult

Bootstrap result containing the confidence intervals and the bootstrap distribution of the indices.

An object with attributes:

Aliases

  • scipy.stats._sensitivity_analysis.SobolResult.bootstrap