Struct ItpResult 

#[non_exhaustive]
pub struct ItpResult {
    pub adjusted_pvalues: Vec<f64>,
    pub raw_pvalues: Vec<f64>,
    pub basis_type: ProjectionBasisType,
    pub n_basis: usize,
    pub n_perm: usize,
}

Result of an Interval Testing Procedure (ITP) family test.

Provides per-basis-component raw and adjusted p-values. The adjusted p-values implement the interval-wise closure adjustment (Pini & Vantini, Biometrics 2016): adjusted_pvalues[k] is the maximum over all contiguous intervals [a, b] containing k of the joint permutation p-value for that interval. A small adjusted p-value at component k indicates that the domain sub-interval represented by basis function k contributes to the rejection of H₀.

Note on n_basis: For B-spline bases, the actual number of basis functions used may differ from the requested nbasis due to knot clamping. Always read n_basis from ItpResult rather than the argument passed to the entry point.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

adjusted_pvalues: Vec<f64>

Adjusted (interval-wise closed) p-values, one per basis component.

raw_pvalues: Vec<f64>

Raw (point-wise) permutation p-values, one per basis component. Uses the (n_ge + 1) / (n_perm + 1) correction (avoids zero p-values; deliberate divergence from the R fdatest convention of n_ge / B).

basis_type: ProjectionBasisType

Basis type used for projection.

n_basis: usize

Number of basis functions actually used (may differ from requested for B-splines due to knot clamping).

n_perm: usize

Number of permutations used.

Trait Implementations

impl Clone for ItpResult

fn clone(&self) -> ItpResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ItpResult

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

Formats the value using the given formatter.

impl PartialEq for ItpResult

fn eq(&self, other: &ItpResult) -> bool

Equality operator ==.

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=.

impl StructuralPartialEq for ItpResult