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BootstrapCI

oxiphysics_core::monte_carlo

Struct BootstrapCI 

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pub struct BootstrapCI {
    pub n_boot: usize,
    /* private fields */
}
Expand description

Non-parametric bootstrap confidence interval estimator.

Supports percentile method and BCa (bias-corrected and accelerated) correction.

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§n_boot: usize

Number of bootstrap resamples.

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impl BootstrapCI

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pub fn new(seed: u64, n_boot: usize) -> Self

Creates a new bootstrap CI estimator.

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pub fn resample(&mut self, data: &[f64]) -> Vec<f64>

Generates a bootstrap resample of data.

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pub fn percentile_ci(&mut self, data: &[f64], alpha: f64) -> (f64, f64)

Computes the percentile bootstrap CI for the mean at level alpha.

Returns (lower, upper).

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pub fn bca_ci(&mut self, data: &[f64], alpha: f64) -> (f64, f64)

BCa bootstrap CI (bias-corrected and accelerated) for the mean.

Returns (lower, upper).

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