Struct BootstrapConfig 

pub struct BootstrapConfig {
    pub iterations: usize,
    pub confidence_levels: Vec<f64>,
    pub seed: Option<u64>,
    pub data: Vec<f64>,
    pub statistic: BootstrapStatistic,
    pub percentile_value: f64,
}

Configuration for bootstrap resampling

Fields

iterations: usize

Number of bootstrap iterations

confidence_levels: Vec<f64>

Confidence levels for intervals (e.g., 0.90, 0.95, 0.99)

seed: Option<u64>

Random seed for reproducibility

data: Vec<f64>

Historical data to resample from

statistic: BootstrapStatistic

Statistic to compute

percentile_value: f64

Percentile value (if statistic is Percentile)

Implementations

impl BootstrapConfig

pub fn new() -> Self

Create a new configuration

pub fn with_data(self, data: Vec<f64>) -> Self

Set the data

pub const fn with_iterations(self, iterations: usize) -> Self

Set the number of iterations

pub fn with_confidence_levels(self, levels: Vec<f64>) -> Self

Set confidence levels

pub const fn with_seed(self, seed: u64) -> Self

Set the seed

pub const fn with_statistic(self, stat: BootstrapStatistic) -> Self

Set the statistic

pub const fn with_percentile(self, percentile: f64) -> Self

Set percentile value

pub fn validate(&self) -> Result<(), String>

Validate configuration

Errors

Returns an error if data is empty or has fewer than 2 observations, iterations is zero, confidence levels are missing or out of range, or percentile value is out of range when using Percentile statistic.

Trait Implementations

impl Clone for BootstrapConfig

fn clone(&self) -> BootstrapConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for BootstrapConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for BootstrapConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for BootstrapConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for BootstrapConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.