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StatsBridge

scirs2_core::random::ecosystem_integration

Struct StatsBridge

pub struct StatsBridge;

Expand description

Bridge for statistical analysis operations

Implementations§

impl StatsBridge

pub fn design_experiment() -> ExperimentDesignBuilder

Create a comprehensive experimental design

pub fn synthetic_dataset( properties: DatasetProperties, seed: u64, ) -> Result<SyntheticDataset, String>

Generate synthetic dataset with known statistical properties

pub fn correlated_dataset( means: Vec<f64>, correlation_matrix: Vec<Vec<f64>>, n_samples: usize, seed: u64, ) -> Result<Array2<f64>, String>

Generate correlated multivariate dataset

pub fn bootstrap_confidence_interval<F>( data: &[f64], statistic: F, confidence_level: f64, n_bootstrap: usize, seed: u64, ) -> Result<(f64, f64, f64), String>
where F: Fn(&[f64]) -> f64 + Send + Sync,

Bootstrap confidence intervals

Auto Trait Implementations§

impl Freeze for StatsBridge

impl RefUnwindSafe for StatsBridge

impl Send for StatsBridge

impl Sync for StatsBridge

impl Unpin for StatsBridge

impl UnwindSafe for StatsBridge

Blanket Implementations§

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