Struct EnsembleStats 

pub struct EnsembleStats<S: Scalar> {
    pub n_samples: usize,
    pub mean: S,
    pub std: S,
    pub variance: S,
    pub min: S,
    pub max: S,
    pub percentiles: Percentiles<S>,
}

Statistics computed from an ensemble of trajectories.

Fields

n_samples: usize

Number of samples

mean: S

Sample mean

std: S

Sample standard deviation

variance: S

Sample variance

min: S

Minimum value

max: S

Maximum value

percentiles: Percentiles<S>

Percentiles (5th, 25th, 50th, 75th, 95th)

Implementations

impl<S: Scalar> EnsembleStats<S>

pub fn from_samples(samples: &[S]) -> Option<Self>

Compute statistics from a vector of samples.

pub fn standard_error(&self) -> S

Compute standard error of the mean.

pub fn confidence_interval(&self, level: S) -> (S, S)

Compute confidence interval for the mean at given level (e.g., 0.95 for 95%).

Uses normal approximation (valid for large samples).

pub fn iqr(&self) -> S

Interquartile range (IQR = Q3 - Q1).

pub fn median(&self) -> S

Median (50th percentile).

Trait Implementations

impl<S: Clone + Scalar> Clone for EnsembleStats<S>

fn clone(&self) -> EnsembleStats<S>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<S: Debug + Scalar> Debug for EnsembleStats<S>

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

Formats the value using the given formatter.