Struct MorrisAnalyzer 

pub struct MorrisAnalyzer<F: Float + Debug> { /* private fields */ }

Morris Elementary Effects analyzer.

Implementations

impl<F: Float + Debug> MorrisAnalyzer<F>

pub fn new() -> Self

Construct a new analyzer with default settings.

pub fn with_trajectories(self, r: usize) -> Self

Set the number of independent trajectories r.

pub fn with_levels(self, p: usize) -> Self

Set the grid resolution p. Must be even and >= 2.

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

Reseed the analyzer for reproducibility.

pub fn n_trajectories(&self) -> usize

Number of trajectories used per analysis.

pub fn n_levels(&self) -> usize

Grid resolution p.

pub fn last_indices(&self) -> Option<&MorrisIndices<F>>

Cached indices from the last analysis.

pub fn seed(&self) -> u64

Sampled seed.

pub fn analyze_morris( &mut self, model: &dyn Fn(&Array1<F>) -> F, bounds: &[(F, F)], ) -> Result<MorrisIndices<F>>

Run the analysis and store the result on the analyzer.

Trait Implementations

impl<F: Debug + Float + Debug> Debug for MorrisAnalyzer<F>

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

Formats the value using the given formatter.

impl<F: Float + Debug> Default for MorrisAnalyzer<F>

fn default() -> Self

Returns the “default value” for a type.

impl<F: Float + Debug> SensitivityAnalyzer<F> for MorrisAnalyzer<F>

fn analyze( &mut self, model: &dyn Fn(&Array1<F>) -> F, bounds: &[(F, F)], ) -> Result<SensitivityIndices<F>>

Analyze the sensitivity of model over the rectangular domain specified by bounds.